Lookup for vulnerable packages by Package URL.

Purlpkg:pypi/tensorflow@2.7.0
Typepypi
Namespace
Nametensorflow
Version2.7.0
Qualifiers
Subpath
Is_vulnerabletrue
Next_non_vulnerable_version2.7.1
Latest_non_vulnerable_version2.12.1
Affected_by_vulnerabilities
0
url VCID-11qd-d7c7-sbdm
vulnerability_id VCID-11qd-d7c7-sbdm
summary Tensorflow is an Open Source Machine Learning Framework. The implementation of shape inference for `ConcatV2` can be used to trigger a denial of service attack via a segfault caused by a type confusion. The `axis` argument is translated into `concat_dim` in the `ConcatShapeHelper` helper function. Then, a value for `min_rank` is computed based on `concat_dim`. This is then used to validate that the `values` tensor has at least the required rank. However, `WithRankAtLeast` receives the lower bound as a 64-bits value and then compares it against the maximum 32-bits integer value that could be represented. Due to the fact that `min_rank` is a 32-bits value and the value of `axis`, the `rank` argument is a negative value, so the error check is bypassed. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-21731
reference_id
reference_type
scores
0
value 0.00303
scoring_system epss
scoring_elements 0.53888
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-21731
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-55.yaml
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-55.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-110.yaml
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-110.yaml
3
reference_url https://github.com/tensorflow/tensorflow
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
4
reference_url https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/framework/common_shape_fns.cc#L1961-L2059
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-25T15:47:26Z/
url https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/framework/common_shape_fns.cc#L1961-L2059
5
reference_url https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/framework/shape_inference.cc#L345-L358
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-25T15:47:26Z/
url https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/framework/shape_inference.cc#L345-L358
6
reference_url https://github.com/tensorflow/tensorflow/commit/08d7b00c0a5a20926363849f611729f53f3ec022
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-25T15:47:26Z/
url https://github.com/tensorflow/tensorflow/commit/08d7b00c0a5a20926363849f611729f53f3ec022
7
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-m4hf-j54p-p353
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value HIGH
scoring_system cvssv3.1_qr
scoring_elements
2
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
3
value HIGH
scoring_system generic_textual
scoring_elements
4
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-25T15:47:26Z/
url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-m4hf-j54p-p353
8
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-21731
reference_id CVE-2022-21731
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://nvd.nist.gov/vuln/detail/CVE-2022-21731
9
reference_url https://github.com/advisories/GHSA-m4hf-j54p-p353
reference_id GHSA-m4hf-j54p-p353
reference_type
scores
0
value HIGH
scoring_system cvssv3.1_qr
scoring_elements
url https://github.com/advisories/GHSA-m4hf-j54p-p353
fixed_packages
0
url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-21731, CVE-2022-21731, GHSA-m4hf-j54p-p353, PYSEC-2022-110, PYSEC-2022-55
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-11qd-d7c7-sbdm
1
url VCID-145d-k5w3-tfgz
vulnerability_id VCID-145d-k5w3-tfgz
summary Tensorflow is an Open Source Machine Learning Framework. The implementations of `Sparse*Cwise*` ops are vulnerable to integer overflows. These can be used to trigger large allocations (so, OOM based denial of service) or `CHECK`-fails when building new `TensorShape` objects (so, assert failures based denial of service). We are missing some validation on the shapes of the input tensors as well as directly constructing a large `TensorShape` with user-provided dimensions. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-23567
reference_id
reference_type
scores
0
value 0.0045
scoring_system epss
scoring_elements 0.63951
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-23567
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-76.yaml
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-76.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-131.yaml
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-131.yaml
3
reference_url https://github.com/tensorflow/tensorflow
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
4
reference_url https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/sparse_dense_binary_op_shared.cc
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-25T15:47:22Z/
url https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/sparse_dense_binary_op_shared.cc
5
reference_url https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2021-198.md
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-25T15:47:22Z/
url https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2021-198.md
6
reference_url https://github.com/tensorflow/tensorflow/commit/1b54cadd19391b60b6fcccd8d076426f7221d5e8
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-25T15:47:22Z/
url https://github.com/tensorflow/tensorflow/commit/1b54cadd19391b60b6fcccd8d076426f7221d5e8
7
reference_url https://github.com/tensorflow/tensorflow/commit/e952a89b7026b98fe8cbe626514a93ed68b7c510
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-25T15:47:22Z/
url https://github.com/tensorflow/tensorflow/commit/e952a89b7026b98fe8cbe626514a93ed68b7c510
8
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-rrx2-r989-2c43
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value HIGH
scoring_system cvssv3.1_qr
scoring_elements
2
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
3
value HIGH
scoring_system generic_textual
scoring_elements
4
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-25T15:47:22Z/
url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-rrx2-r989-2c43
9
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-23567
reference_id CVE-2022-23567
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://nvd.nist.gov/vuln/detail/CVE-2022-23567
10
reference_url https://github.com/advisories/GHSA-rrx2-r989-2c43
reference_id GHSA-rrx2-r989-2c43
reference_type
scores
0
value HIGH
scoring_system cvssv3.1_qr
scoring_elements
url https://github.com/advisories/GHSA-rrx2-r989-2c43
fixed_packages
0
url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-23567, CVE-2022-23567, GHSA-rrx2-r989-2c43, PYSEC-2022-131, PYSEC-2022-76
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-145d-k5w3-tfgz
2
url VCID-15nt-6tff-k7gb
vulnerability_id VCID-15nt-6tff-k7gb
summary Tensorflow is an Open Source Machine Learning Framework. Under certain scenarios, Grappler component of TensorFlow is vulnerable to an integer overflow during cost estimation for crop and resize. Since the cropping parameters are user controlled, a malicious person can trigger undefined behavior. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-23587
reference_id
reference_type
scores
0
value 0.00295
scoring_system epss
scoring_elements 0.53055
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-23587
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-96.yaml
reference_id
reference_type
scores
0
value 8.8
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
1
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-96.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-151.yaml
reference_id
reference_type
scores
0
value 8.8
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
1
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-151.yaml
3
reference_url https://github.com/tensorflow/tensorflow
reference_id
reference_type
scores
0
value 8.8
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
1
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
4
reference_url https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/costs/op_level_cost_estimator.cc#L2621-L2689
reference_id
reference_type
scores
0
value 8.8
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
1
value HIGH
scoring_system generic_textual
scoring_elements
2
value Track*
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:T/P:M/B:A/M:M/D:R/2025-04-22T15:44:58Z/
url https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/costs/op_level_cost_estimator.cc#L2621-L2689
5
reference_url https://github.com/tensorflow/tensorflow/commit/0aaaae6eca5a7175a193696383f582f53adab23f
reference_id
reference_type
scores
0
value 8.8
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
1
value HIGH
scoring_system generic_textual
scoring_elements
2
value Track*
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:T/P:M/B:A/M:M/D:R/2025-04-22T15:44:58Z/
url https://github.com/tensorflow/tensorflow/commit/0aaaae6eca5a7175a193696383f582f53adab23f
6
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-8jj7-5vxc-pg2q
reference_id
reference_type
scores
0
value 8.8
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
1
value HIGH
scoring_system cvssv3.1_qr
scoring_elements
2
value HIGH
scoring_system generic_textual
scoring_elements
3
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aliases BIT-tensorflow-2022-23587, CVE-2022-23587, GHSA-8jj7-5vxc-pg2q, PYSEC-2022-151, PYSEC-2022-96
risk_score 4.0
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url VCID-1ah5-hm7a-ykep
vulnerability_id VCID-1ah5-hm7a-ykep
summary Tensorflow is an Open Source Machine Learning Framework. The implementation of `FractionalAvgPoolGrad` does not consider cases where the input tensors are invalid allowing an attacker to read from outside of bounds of heap. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
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aliases BIT-tensorflow-2022-21730, CVE-2022-21730, GHSA-vjg4-v33c-ggc4, PYSEC-2022-109, PYSEC-2022-54
risk_score 4.0
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reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-29197
reference_id CVE-2022-29197
reference_type
scores
0
value 5.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
scoring_elements
url https://nvd.nist.gov/vuln/detail/CVE-2022-29197
9
reference_url https://github.com/advisories/GHSA-hrg5-737c-2p56
reference_id GHSA-hrg5-737c-2p56
reference_type
scores
0
value MODERATE
scoring_system cvssv3.1_qr
scoring_elements
url https://github.com/advisories/GHSA-hrg5-737c-2p56
10
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-hrg5-737c-2p56
reference_id GHSA-hrg5-737c-2p56
reference_type
scores
0
value 5.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system cvssv3.1_qr
scoring_elements
2
value MODERATE
scoring_system generic_textual
scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:47:19Z/
url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-hrg5-737c-2p56
fixed_packages
0
url pkg:pypi/tensorflow@2.7.2
purl pkg:pypi/tensorflow@2.7.2
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.2
1
url pkg:pypi/tensorflow@2.8.1
purl pkg:pypi/tensorflow@2.8.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.8.1
aliases CVE-2022-29197, GHSA-hrg5-737c-2p56
risk_score 3.1
exploitability 0.5
weighted_severity 6.2
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-2tx7-szke-f7d8
6
url VCID-39ck-bm9t-kqhs
vulnerability_id VCID-39ck-bm9t-kqhs
summary Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a TFLite model that would trigger a division by zero in `BiasAndClamp` implementation. There is no check that the `bias_size` is non zero. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-23557
reference_id
reference_type
scores
0
value 0.0022
scoring_system epss
scoring_elements 0.44623
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-23557
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-66.yaml
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-66.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-121.yaml
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-121.yaml
3
reference_url https://github.com/tensorflow/tensorflow
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
4
reference_url https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/lite/kernels/internal/common.h#L75
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:49:48Z/
url https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/lite/kernels/internal/common.h#L75
5
reference_url https://github.com/tensorflow/tensorflow/commit/8c6f391a2282684a25cbfec7687bd5d35261a209
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:49:48Z/
url https://github.com/tensorflow/tensorflow/commit/8c6f391a2282684a25cbfec7687bd5d35261a209
6
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-gf2j-f278-xh4v
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value HIGH
scoring_system cvssv3.1_qr
scoring_elements
2
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
3
value HIGH
scoring_system generic_textual
scoring_elements
4
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:49:48Z/
url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-gf2j-f278-xh4v
7
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-23557
reference_id CVE-2022-23557
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://nvd.nist.gov/vuln/detail/CVE-2022-23557
8
reference_url https://github.com/advisories/GHSA-gf2j-f278-xh4v
reference_id GHSA-gf2j-f278-xh4v
reference_type
scores
0
value HIGH
scoring_system cvssv3.1_qr
scoring_elements
url https://github.com/advisories/GHSA-gf2j-f278-xh4v
fixed_packages
0
url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-23557, CVE-2022-23557, GHSA-gf2j-f278-xh4v, PYSEC-2022-121, PYSEC-2022-66
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-39ck-bm9t-kqhs
7
url VCID-3czq-3twf-skcg
vulnerability_id VCID-3czq-3twf-skcg
summary Tensorflow is an Open Source Machine Learning Framework. The implementation of `AssignOp` can result in copying uninitialized data to a new tensor. This later results in undefined behavior. The implementation has a check that the left hand side of the assignment is initialized (to minimize number of allocations), but does not check that the right hand side is also initialized. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-23573
reference_id
reference_type
scores
0
value 0.00295
scoring_system epss
scoring_elements 0.53033
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-23573
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-82.yaml
reference_id
reference_type
scores
0
value 7.6
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:H
1
value 7.2
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-82.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-137.yaml
reference_id
reference_type
scores
0
value 7.6
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:H
1
value 7.2
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-137.yaml
3
reference_url https://github.com/tensorflow/tensorflow
reference_id
reference_type
scores
0
value 7.6
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:H
1
value 7.2
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
4
reference_url https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/kernels/assign_op.h#L30-L143
reference_id
reference_type
scores
0
value 7.6
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:H
1
value 7.2
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:50:13Z/
url https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/kernels/assign_op.h#L30-L143
5
reference_url https://github.com/tensorflow/tensorflow/commit/ef1d027be116f25e25bb94a60da491c2cf55bd0b
reference_id
reference_type
scores
0
value 7.6
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:H
1
value 7.2
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:50:13Z/
url https://github.com/tensorflow/tensorflow/commit/ef1d027be116f25e25bb94a60da491c2cf55bd0b
6
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-q85f-69q7-55h2
reference_id
reference_type
scores
0
value 7.6
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:H
1
value HIGH
scoring_system cvssv3.1_qr
scoring_elements
2
value 7.2
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:H/SC:N/SI:N/SA:N
3
value HIGH
scoring_system generic_textual
scoring_elements
4
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:50:13Z/
url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-q85f-69q7-55h2
7
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-23573
reference_id CVE-2022-23573
reference_type
scores
0
value 7.6
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:H
1
value 7.2
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://nvd.nist.gov/vuln/detail/CVE-2022-23573
8
reference_url https://github.com/advisories/GHSA-q85f-69q7-55h2
reference_id GHSA-q85f-69q7-55h2
reference_type
scores
0
value HIGH
scoring_system cvssv3.1_qr
scoring_elements
url https://github.com/advisories/GHSA-q85f-69q7-55h2
fixed_packages
0
url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-23573, CVE-2022-23573, GHSA-q85f-69q7-55h2, PYSEC-2022-137, PYSEC-2022-82
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-3czq-3twf-skcg
8
url VCID-3g5a-5csn-h3d9
vulnerability_id VCID-3g5a-5csn-h3d9
summary Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a denial of service by altering a `SavedModel` such that Grappler optimizer would attempt to build a tensor using a reference `dtype`. This would result in a crash due to a `CHECK`-fail in the `Tensor` constructor as reference types are not allowed. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-23588
reference_id
reference_type
scores
0
value 0.00303
scoring_system epss
scoring_elements 0.53888
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-23588
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-97.yaml
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-97.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-152.yaml
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-152.yaml
3
reference_url https://github.com/tensorflow/tensorflow
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
4
reference_url https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/framework/tensor.cc#L733-L781
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
scoring_elements
2
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:50:44Z/
url https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/framework/tensor.cc#L733-L781
5
reference_url https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/optimizers/constant_folding.cc#L1328-L1402
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
scoring_elements
2
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:50:44Z/
url https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/optimizers/constant_folding.cc#L1328-L1402
6
reference_url https://github.com/tensorflow/tensorflow/commit/6b5adc0877de832b2a7c189532dbbbc64622eeb6
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
scoring_elements
2
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:50:44Z/
url https://github.com/tensorflow/tensorflow/commit/6b5adc0877de832b2a7c189532dbbbc64622eeb6
7
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-fx5c-h9f6-rv7c
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system cvssv3.1_qr
scoring_elements
2
value MODERATE
scoring_system generic_textual
scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:50:44Z/
url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-fx5c-h9f6-rv7c
8
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-23588
reference_id CVE-2022-23588
reference_type
scores
0
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summary Tensorflow is an Open Source Machine Learning Framework. When building an XLA compilation cache, if default settings are used, TensorFlow triggers a null pointer dereference. In the default scenario, all devices are allowed, so `flr->config_proto` is `nullptr`. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
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value Track
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scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:47:26Z/
url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-mg66-qvc5-rm93
fixed_packages
0
url pkg:pypi/tensorflow@2.7.2
purl pkg:pypi/tensorflow@2.7.2
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.2
1
url pkg:pypi/tensorflow@2.8.1
purl pkg:pypi/tensorflow@2.8.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.8.1
aliases CVE-2022-29198, GHSA-mg66-qvc5-rm93
risk_score 3.1
exploitability 0.5
weighted_severity 6.2
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-4fcy-hbcs-cuan
12
url VCID-5tpp-sf62-zycs
vulnerability_id VCID-5tpp-sf62-zycs
summary Tensorflow is an Open Source Machine Learning Framework. In multiple places, TensorFlow uses `tempfile.mktemp` to create temporary files. While this is acceptable in testing, in utilities and libraries it is dangerous as a different process can create the file between the check for the filename in `mktemp` and the actual creation of the file by a subsequent operation (a TOC/TOU type of weakness). In several instances, TensorFlow was supposed to actually create a temporary directory instead of a file. This logic bug is hidden away by the `mktemp` function usage. We have patched the issue in several commits, replacing `mktemp` with the safer `mkstemp`/`mkdtemp` functions, according to the usage pattern. Users are advised to upgrade as soon as possible.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-23563
reference_id
reference_type
scores
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value 0.00014
scoring_system epss
scoring_elements 0.02926
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-23563
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-72.yaml
reference_id
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scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:N
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value 8.4
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scoring_elements CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:N/SC:N/SI:N/SA:N
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scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-72.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-127.yaml
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value 8.4
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scoring_elements CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:N/SC:N/SI:N/SA:N
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url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-127.yaml
3
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scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:N
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value 8.4
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scoring_elements CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:N/SC:N/SI:N/SA:N
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url https://github.com/tensorflow/tensorflow
4
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-wc4g-r73w-x8mm
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url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-wc4g-r73w-x8mm
5
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-23563
reference_id CVE-2022-23563
reference_type
scores
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value 8.4
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:N/SC:N/SI:N/SA:N
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url https://nvd.nist.gov/vuln/detail/CVE-2022-23563
6
reference_url https://github.com/advisories/GHSA-wc4g-r73w-x8mm
reference_id GHSA-wc4g-r73w-x8mm
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scoring_system cvssv3.1_qr
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url https://github.com/advisories/GHSA-wc4g-r73w-x8mm
fixed_packages
0
url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-23563, CVE-2022-23563, GHSA-wc4g-r73w-x8mm, PYSEC-2022-127, PYSEC-2022-72
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-5tpp-sf62-zycs
13
url VCID-62er-23uz-6qgu
vulnerability_id VCID-62er-23uz-6qgu
summary
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-29192
reference_id
reference_type
scores
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value 0.00091
scoring_system epss
scoring_elements 0.25633
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-29192
1
reference_url https://github.com/tensorflow/tensorflow
reference_id
reference_type
scores
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value 5.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
2
reference_url https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/quantize_and_dequantize_op.cc#L148-L226
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scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
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value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:47:46Z/
url https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/quantize_and_dequantize_op.cc#L148-L226
3
reference_url https://github.com/tensorflow/tensorflow/commit/098e7762d909bac47ce1dbabe6dfd06294cb9d58
reference_id
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value 5.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
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scoring_elements
2
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:47:46Z/
url https://github.com/tensorflow/tensorflow/commit/098e7762d909bac47ce1dbabe6dfd06294cb9d58
4
reference_url https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4
reference_id
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value 5.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
scoring_elements
2
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:47:46Z/
url https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4
5
reference_url https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2
reference_id
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scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
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scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:47:46Z/
url https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2
6
reference_url https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1
reference_id
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value 5.5
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scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
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url https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1
7
reference_url https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0
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scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:47:46Z/
url https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0
8
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-29192
reference_id CVE-2022-29192
reference_type
scores
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value 5.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
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url https://nvd.nist.gov/vuln/detail/CVE-2022-29192
9
reference_url https://github.com/advisories/GHSA-h2wq-prv9-2f56
reference_id GHSA-h2wq-prv9-2f56
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url https://github.com/advisories/GHSA-h2wq-prv9-2f56
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reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-h2wq-prv9-2f56
reference_id GHSA-h2wq-prv9-2f56
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scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
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url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-h2wq-prv9-2f56
fixed_packages
0
url pkg:pypi/tensorflow@2.7.2
purl pkg:pypi/tensorflow@2.7.2
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.2
1
url pkg:pypi/tensorflow@2.8.1
purl pkg:pypi/tensorflow@2.8.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.8.1
aliases CVE-2022-29192, GHSA-h2wq-prv9-2f56
risk_score 3.1
exploitability 0.5
weighted_severity 6.2
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-62er-23uz-6qgu
14
url VCID-6888-uhtp-8ub6
vulnerability_id VCID-6888-uhtp-8ub6
summary Tensorflow is an Open Source Machine Learning Framework. The implementation of `*Bincount` operations allows malicious users to cause denial of service by passing in arguments which would trigger a `CHECK`-fail. There are several conditions that the input arguments must satisfy. Some are not caught during shape inference and others are not caught during kernel implementation. This results in `CHECK` failures later when the output tensors get allocated. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-21737
reference_id
reference_type
scores
0
value 0.0022
scoring_system epss
scoring_elements 0.44623
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-21737
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-61.yaml
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-61.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-116.yaml
reference_id
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scores
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value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-116.yaml
3
reference_url https://github.com/tensorflow/tensorflow
reference_id
reference_type
scores
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value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
4
reference_url https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/bincount_op.cc
reference_id
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scores
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scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-25T15:47:06Z/
url https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/bincount_op.cc
5
reference_url https://github.com/tensorflow/tensorflow/commit/7019ce4f68925fd01cdafde26f8d8c938f47e6f9
reference_id
reference_type
scores
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value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
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value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
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value HIGH
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3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-25T15:47:06Z/
url https://github.com/tensorflow/tensorflow/commit/7019ce4f68925fd01cdafde26f8d8c938f47e6f9
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reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-f2vv-v9cg-qhh7
reference_id
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scores
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value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value HIGH
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scoring_elements
2
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
3
value HIGH
scoring_system generic_textual
scoring_elements
4
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-25T15:47:06Z/
url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-f2vv-v9cg-qhh7
7
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-21737
reference_id CVE-2022-21737
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scores
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value 6.5
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scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
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value 7.1
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scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
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value HIGH
scoring_system generic_textual
scoring_elements
url https://nvd.nist.gov/vuln/detail/CVE-2022-21737
8
reference_url https://github.com/advisories/GHSA-f2vv-v9cg-qhh7
reference_id GHSA-f2vv-v9cg-qhh7
reference_type
scores
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value HIGH
scoring_system cvssv3.1_qr
scoring_elements
url https://github.com/advisories/GHSA-f2vv-v9cg-qhh7
fixed_packages
0
url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-21737, CVE-2022-21737, GHSA-f2vv-v9cg-qhh7, PYSEC-2022-116, PYSEC-2022-61
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-6888-uhtp-8ub6
15
url VCID-6gnj-az99-h7b4
vulnerability_id VCID-6gnj-az99-h7b4
summary Tensorflow is an Open Source Machine Learning Framework. The implementation of `FractionalMaxPool` can be made to crash a TensorFlow process via a division by 0. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-21735
reference_id
reference_type
scores
0
value 0.0022
scoring_system epss
scoring_elements 0.44623
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-21735
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-59.yaml
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
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scoring_elements
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2
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scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
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url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-114.yaml
3
reference_url https://github.com/tensorflow/tensorflow
reference_id
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scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
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scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
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scoring_elements
url https://github.com/tensorflow/tensorflow
4
reference_url https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/fractional_max_pool_op.cc#L36-L192
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scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
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3
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url https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/fractional_max_pool_op.cc#L36-L192
5
reference_url https://github.com/tensorflow/tensorflow/commit/ba4e8ac4dc2991e350d5cc407f8598c8d4ee70fb
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value 6.5
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value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
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scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-25T15:47:14Z/
url https://github.com/tensorflow/tensorflow/commit/ba4e8ac4dc2991e350d5cc407f8598c8d4ee70fb
6
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-87v6-crgm-2gfj
reference_id
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0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
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scoring_elements
2
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
3
value HIGH
scoring_system generic_textual
scoring_elements
4
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-25T15:47:14Z/
url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-87v6-crgm-2gfj
7
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-21735
reference_id CVE-2022-21735
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
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scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
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url https://nvd.nist.gov/vuln/detail/CVE-2022-21735
8
reference_url https://github.com/advisories/GHSA-87v6-crgm-2gfj
reference_id GHSA-87v6-crgm-2gfj
reference_type
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value HIGH
scoring_system cvssv3.1_qr
scoring_elements
url https://github.com/advisories/GHSA-87v6-crgm-2gfj
fixed_packages
0
url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-21735, CVE-2022-21735, GHSA-87v6-crgm-2gfj, PYSEC-2022-114, PYSEC-2022-59
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-6gnj-az99-h7b4
16
url VCID-7uu3-mfan-4ue5
vulnerability_id VCID-7uu3-mfan-4ue5
summary
Out-of-bounds Read
Tensorflow is an Open Source Machine Learning Framework. The TFG dialect of TensorFlow (MLIR) makes several assumptions about the incoming `GraphDef` before converting it to the MLIR-based dialect. If an attacker changes the `SavedModel` format on disk to invalidate these assumptions and the `GraphDef` is then converted to MLIR-based IR then they can cause a crash in the Python interpreter. Under certain scenarios, heap OOB read/writes are possible. These issues have been discovered via fuzzing and it is possible that more weaknesses exist. We will patch them as they are discovered.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-23594
reference_id
reference_type
scores
0
value 0.00018
scoring_system epss
scoring_elements 0.05281
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-23594
1
reference_url https://github.com/tensorflow/tensorflow
reference_id
reference_type
scores
0
value 8.8
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:C/C:H/I:H/A:H
1
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
2
reference_url https://github.com/tensorflow/tensorflow/tree/274df9b02330b790aa8de1cee164b70f72b9b244/tensorflow/core/ir/importexport
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scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:C/C:H/I:H/A:H
1
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scoring_elements
2
value Track
scoring_system ssvc
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url https://github.com/tensorflow/tensorflow/tree/274df9b02330b790aa8de1cee164b70f72b9b244/tensorflow/core/ir/importexport
3
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-23594
reference_id CVE-2022-23594
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value 8.8
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:C/C:H/I:H/A:H
1
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scoring_system generic_textual
scoring_elements
url https://nvd.nist.gov/vuln/detail/CVE-2022-23594
4
reference_url https://github.com/advisories/GHSA-9x52-887g-fhc2
reference_id GHSA-9x52-887g-fhc2
reference_type
scores
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value HIGH
scoring_system cvssv3.1_qr
scoring_elements
url https://github.com/advisories/GHSA-9x52-887g-fhc2
5
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-9x52-887g-fhc2
reference_id GHSA-9x52-887g-fhc2
reference_type
scores
0
value 8.8
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:C/C:H/I:H/A:H
1
value HIGH
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scoring_elements
2
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scoring_system generic_textual
scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:N/A:N/T:T/P:M/B:A/M:M/D:T/2025-04-23T15:56:39Z/
url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-9x52-887g-fhc2
fixed_packages
0
url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases CVE-2022-23594, GHSA-9x52-887g-fhc2
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-7uu3-mfan-4ue5
17
url VCID-83pe-ztey-dbf4
vulnerability_id VCID-83pe-ztey-dbf4
summary Tensorflow is an Open Source Machine Learning Framework. Multiple operations in TensorFlow can be used to trigger a denial of service via `CHECK`-fails (i.e., assertion failures). This is similar to TFSA-2021-198 and has similar fixes. We have patched the reported issues in multiple GitHub commits. It is possible that other similar instances exist in TensorFlow, we will issue fixes as these are discovered. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-23569
reference_id
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scores
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value 0.00118
scoring_system epss
scoring_elements 0.30304
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-23569
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-78.yaml
reference_id
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scores
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1
value 7.1
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scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
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url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-78.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-133.yaml
reference_id
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scores
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1
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scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
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url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-133.yaml
3
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scores
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value 7.1
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scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
4
reference_url https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2021-198.md
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scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
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value 7.1
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scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
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3
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scoring_system ssvc
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url https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2021-198.md
5
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-qj5r-f9mv-rffh
reference_id
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scores
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1
value HIGH
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scoring_elements
2
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3
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4
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url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-qj5r-f9mv-rffh
6
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-23569
reference_id CVE-2022-23569
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value 6.5
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1
value 7.1
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scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
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value HIGH
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url https://nvd.nist.gov/vuln/detail/CVE-2022-23569
7
reference_url https://github.com/advisories/GHSA-qj5r-f9mv-rffh
reference_id GHSA-qj5r-f9mv-rffh
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url https://github.com/advisories/GHSA-qj5r-f9mv-rffh
fixed_packages
0
url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-23569, CVE-2022-23569, GHSA-qj5r-f9mv-rffh, PYSEC-2022-133, PYSEC-2022-78
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-83pe-ztey-dbf4
18
url VCID-8zqb-tqfq-7ud7
vulnerability_id VCID-8zqb-tqfq-7ud7
summary
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0
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scores
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value 0.00055
scoring_system epss
scoring_elements 0.17584
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-29199
1
reference_url https://github.com/tensorflow/tensorflow
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scoring_system generic_textual
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url https://github.com/tensorflow/tensorflow
2
reference_url https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/load_and_remap_matrix_op.cc#L70-L98
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url https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/load_and_remap_matrix_op.cc#L70-L98
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url https://github.com/tensorflow/tensorflow/commit/3150642acbbe254e3c3c5d2232143fa591855ac9
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reference_url https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2
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6
reference_url https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1
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7
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reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-29199
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scoring_system generic_textual
scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:47:29Z/
url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-p9rc-rmr5-529j
fixed_packages
0
url pkg:pypi/tensorflow@2.7.2
purl pkg:pypi/tensorflow@2.7.2
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.2
1
url pkg:pypi/tensorflow@2.8.1
purl pkg:pypi/tensorflow@2.8.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.8.1
aliases CVE-2022-29199, GHSA-p9rc-rmr5-529j
risk_score 3.1
exploitability 0.5
weighted_severity 6.2
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-8zqb-tqfq-7ud7
19
url VCID-97cs-4kx3-37gm
vulnerability_id VCID-97cs-4kx3-37gm
summary Tensorflow is an Open Source Machine Learning Framework. The implementation of `StringNGrams` can be used to trigger a denial of service attack by causing an out of memory condition after an integer overflow. We are missing a validation on `pad_witdh` and that result in computing a negative value for `ngram_width` which is later used to allocate parts of the output. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-21733
reference_id
reference_type
scores
0
value 0.00232
scoring_system epss
scoring_elements 0.46146
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-21733
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-57.yaml
reference_id
reference_type
scores
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value 4.3
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:L
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value 5.3
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N
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scoring_system generic_textual
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2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-112.yaml
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scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N
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scoring_system generic_textual
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3
reference_url https://github.com/tensorflow/tensorflow
reference_id
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scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:L
1
value 5.3
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N
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4
reference_url https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/string_ngrams_op.cc#L29-L161
reference_id
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scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:L
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value 5.3
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N
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scoring_system generic_textual
scoring_elements
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scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-25T15:47:28Z/
url https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/string_ngrams_op.cc#L29-L161
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reference_url https://github.com/tensorflow/tensorflow/commit/f68fdab93fb7f4ddb4eb438c8fe052753c9413e8
reference_id
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scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N
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scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-25T15:47:28Z/
url https://github.com/tensorflow/tensorflow/commit/f68fdab93fb7f4ddb4eb438c8fe052753c9413e8
6
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-98j8-c9q4-r38g
reference_id
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scoring_system cvssv3.1
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1
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scoring_system cvssv3.1_qr
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value 5.3
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N
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scoring_system generic_textual
scoring_elements
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value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-25T15:47:28Z/
url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-98j8-c9q4-r38g
7
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-21733
reference_id CVE-2022-21733
reference_type
scores
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value 4.3
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:L
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value 5.3
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N
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value MODERATE
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url https://nvd.nist.gov/vuln/detail/CVE-2022-21733
8
reference_url https://github.com/advisories/GHSA-98j8-c9q4-r38g
reference_id GHSA-98j8-c9q4-r38g
reference_type
scores
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value MODERATE
scoring_system cvssv3.1_qr
scoring_elements
url https://github.com/advisories/GHSA-98j8-c9q4-r38g
fixed_packages
0
url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-21733, CVE-2022-21733, GHSA-98j8-c9q4-r38g, PYSEC-2022-112, PYSEC-2022-57
risk_score 3.1
exploitability 0.5
weighted_severity 6.2
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-97cs-4kx3-37gm
20
url VCID-9arh-a8wj-wka6
vulnerability_id VCID-9arh-a8wj-wka6
summary Tensorflow is an Open Source Machine Learning Framework. The implementation of `MapStage` is vulnerable a `CHECK`-fail if the key tensor is not a scalar. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-21734
reference_id
reference_type
scores
0
value 0.0022
scoring_system epss
scoring_elements 0.44623
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-21734
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-58.yaml
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-58.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-113.yaml
reference_id
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scores
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scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-113.yaml
3
reference_url https://github.com/tensorflow/tensorflow
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
4
reference_url https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/map_stage_op.cc#L519-L550
reference_id
reference_type
scores
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value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-25T15:47:12Z/
url https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/map_stage_op.cc#L519-L550
5
reference_url https://github.com/tensorflow/tensorflow/commit/f57315566d7094f322b784947093406c2aea0d7d
reference_id
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scores
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value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
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value HIGH
scoring_system generic_textual
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value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-25T15:47:12Z/
url https://github.com/tensorflow/tensorflow/commit/f57315566d7094f322b784947093406c2aea0d7d
6
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-gcvh-66ff-4mwm
reference_id
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scores
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value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value HIGH
scoring_system cvssv3.1_qr
scoring_elements
2
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
3
value HIGH
scoring_system generic_textual
scoring_elements
4
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-25T15:47:12Z/
url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-gcvh-66ff-4mwm
7
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-21734
reference_id CVE-2022-21734
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://nvd.nist.gov/vuln/detail/CVE-2022-21734
8
reference_url https://github.com/advisories/GHSA-gcvh-66ff-4mwm
reference_id GHSA-gcvh-66ff-4mwm
reference_type
scores
0
value HIGH
scoring_system cvssv3.1_qr
scoring_elements
url https://github.com/advisories/GHSA-gcvh-66ff-4mwm
fixed_packages
0
url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-21734, CVE-2022-21734, GHSA-gcvh-66ff-4mwm, PYSEC-2022-113, PYSEC-2022-58
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-9arh-a8wj-wka6
21
url VCID-akmu-fas1-33h6
vulnerability_id VCID-akmu-fas1-33h6
summary Tensorflow is an Open Source Machine Learning Framework. ### Impact An attacker can craft a TFLite model that would trigger a division by zero in the implementation of depthwise convolutions. The parameters of the convolution can be user controlled and are also used within a division operation to determine the size of the padding that needs to be added before applying the convolution. There is no check before this division that the divisor is strictly positive. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-21741
reference_id
reference_type
scores
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value 0.00232
scoring_system epss
scoring_elements 0.46146
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-21741
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-65.yaml
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-65.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-120.yaml
reference_id
reference_type
scores
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value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-120.yaml
3
reference_url https://github.com/tensorflow/tensorflow
reference_id
reference_type
scores
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value 6.5
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1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
4
reference_url https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/lite/kernels/depthwise_conv.cc#L96
reference_id
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1
value 7.1
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scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
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5
reference_url https://github.com/tensorflow/tensorflow/commit/e5b0eec199c2d03de54fd6a7fd9275692218e2bc
reference_id
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scores
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scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow/commit/e5b0eec199c2d03de54fd6a7fd9275692218e2bc
6
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-428x-9xc2-m8mj
reference_id
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scores
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scoring_system cvssv3.1
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1
value HIGH
scoring_system cvssv3.1_qr
scoring_elements
2
value 7.1
scoring_system cvssv4
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value HIGH
scoring_system generic_textual
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7
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-21741
reference_id CVE-2022-21741
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
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1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://nvd.nist.gov/vuln/detail/CVE-2022-21741
8
reference_url https://github.com/advisories/GHSA-428x-9xc2-m8mj
reference_id GHSA-428x-9xc2-m8mj
reference_type
scores
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value HIGH
scoring_system cvssv3.1_qr
scoring_elements
url https://github.com/advisories/GHSA-428x-9xc2-m8mj
fixed_packages
0
url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-21741, CVE-2022-21741, GHSA-428x-9xc2-m8mj, PYSEC-2022-120, PYSEC-2022-65
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-akmu-fas1-33h6
22
url VCID-axj7-aq9m-rqdu
vulnerability_id VCID-axj7-aq9m-rqdu
summary Tensorflow is an Open Source Machine Learning Framework. When decoding a tensor from protobuf, a TensorFlow process can encounter cases where a `CHECK` assertion is invalidated based on user controlled arguments, if the tensors have an invalid `dtype` and 0 elements or an invalid shape. This allows attackers to cause denial of services in TensorFlow processes. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-23571
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published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-23571
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-80.yaml
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url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-80.yaml
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scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
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4
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url https://github.com/tensorflow/tensorflow/commit/5b491cd5e41ad63735161cec9c2a568172c8b6a3
5
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-j3mj-fhpq-qqjj
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url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-j3mj-fhpq-qqjj
6
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-23571
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url https://nvd.nist.gov/vuln/detail/CVE-2022-23571
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url https://github.com/advisories/GHSA-j3mj-fhpq-qqjj
fixed_packages
0
url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-23571, CVE-2022-23571, GHSA-j3mj-fhpq-qqjj, PYSEC-2022-135, PYSEC-2022-80
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-axj7-aq9m-rqdu
23
url VCID-b4hf-5gqs-yfbw
vulnerability_id VCID-b4hf-5gqs-yfbw
summary
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-29206
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scores
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value 0.00077
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scoring_elements 0.23112
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-29206
1
reference_url https://github.com/tensorflow/tensorflow
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scores
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value 5.5
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scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
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url https://github.com/tensorflow/tensorflow
2
reference_url https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/sparse_tensor_dense_add_op.cc
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url https://github.com/tensorflow/tensorflow/commit/11ced8467eccad9c7cb94867708be8fa5c66c730
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reference_url https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4
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url https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4
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reference_url https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2
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url https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2
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reference_url https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1
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url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-rc9w-5c64-9vqq
fixed_packages
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url pkg:pypi/tensorflow@2.7.2
purl pkg:pypi/tensorflow@2.7.2
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.2
1
url pkg:pypi/tensorflow@2.8.1
purl pkg:pypi/tensorflow@2.8.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.8.1
aliases CVE-2022-29206, GHSA-rc9w-5c64-9vqq
risk_score 3.1
exploitability 0.5
weighted_severity 6.2
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-b4hf-5gqs-yfbw
24
url VCID-bn6z-c98v-n7bf
vulnerability_id VCID-bn6z-c98v-n7bf
summary
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-29203
reference_id
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scores
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value 0.00056
scoring_system epss
scoring_elements 0.17794
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-29203
1
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2
reference_url https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2021-198.md
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url https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2021-198.md
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reference_url https://github.com/tensorflow/tensorflow/commit/acd56b8bcb72b163c834ae4f18469047b001fadf
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url https://github.com/tensorflow/tensorflow/commit/acd56b8bcb72b163c834ae4f18469047b001fadf
4
reference_url https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4
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reference_url https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2
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reference_url https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1
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reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-29203
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9
reference_url https://github.com/advisories/GHSA-jjm6-4vf7-cjh4
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fixed_packages
0
url pkg:pypi/tensorflow@2.7.2
purl pkg:pypi/tensorflow@2.7.2
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.2
1
url pkg:pypi/tensorflow@2.8.1
purl pkg:pypi/tensorflow@2.8.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.8.1
aliases CVE-2022-29203, GHSA-jjm6-4vf7-cjh4
risk_score 3.1
exploitability 0.5
weighted_severity 6.2
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-bn6z-c98v-n7bf
25
url VCID-ccv1-pgda-r7ba
vulnerability_id VCID-ccv1-pgda-r7ba
summary Tensorflow is an Open Source Machine Learning Framework. TensorFlow is vulnerable to a heap OOB write in `Grappler`. The `set_output` function writes to an array at the specified index. Hence, this gives a malicious user a write primitive. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
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reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-23566
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value 0.00391
scoring_system epss
scoring_elements 0.60401
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-23566
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-75.yaml
reference_id
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scores
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value 8.8
scoring_system cvssv3.1
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value 8.7
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url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-75.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-130.yaml
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resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-23566, CVE-2022-23566, GHSA-5qw5-89mw-wcg2, PYSEC-2022-130, PYSEC-2022-75
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-ccv1-pgda-r7ba
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url VCID-cwvm-wntu-tfck
vulnerability_id VCID-cwvm-wntu-tfck
summary Tensorflow is an Open Source Machine Learning Framework. The Grappler optimizer in TensorFlow can be used to cause a denial of service by altering a `SavedModel` such that `SafeToRemoveIdentity` would trigger `CHECK` failures. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-23579
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scoring_elements 0.46146
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-23579
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-88.yaml
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reference_url https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/optimizers/dependency_optimizer.cc#L59-L98
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url https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/optimizers/dependency_optimizer.cc#L59-L98
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url https://github.com/tensorflow/tensorflow/commit/92dba16749fae36c246bec3f9ba474d9ddeb7662
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reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-5f2r-qp73-37mr
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url pkg:pypi/tensorflow@2.7.1
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is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-23579, CVE-2022-23579, GHSA-5f2r-qp73-37mr, PYSEC-2022-143, PYSEC-2022-88
risk_score 3.1
exploitability 0.5
weighted_severity 6.2
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-cwvm-wntu-tfck
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url VCID-d1hw-1fdb-kfhq
vulnerability_id VCID-d1hw-1fdb-kfhq
summary
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scoring_elements 0.26126
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-29209
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reference_url https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/platform/default/logging.h
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url https://github.com/tensorflow/tensorflow/commit/b917181c29b50cb83399ba41f4d938dc369109a1
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reference_url https://github.com/tensorflow/tensorflow/issues/55530
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url https://github.com/tensorflow/tensorflow/issues/55530
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reference_url https://github.com/tensorflow/tensorflow/pull/55730
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url https://github.com/tensorflow/tensorflow/pull/55730
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reference_url https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4
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url https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4
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reference_url https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2
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url https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2
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reference_url https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1
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url https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0
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reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-29209
reference_id CVE-2022-29209
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url https://nvd.nist.gov/vuln/detail/CVE-2022-29209
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reference_url https://github.com/advisories/GHSA-f4rr-5m7v-wxcw
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reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-f4rr-5m7v-wxcw
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url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-f4rr-5m7v-wxcw
fixed_packages
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url pkg:pypi/tensorflow@2.7.2
purl pkg:pypi/tensorflow@2.7.2
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.2
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url pkg:pypi/tensorflow@2.8.1
purl pkg:pypi/tensorflow@2.8.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.8.1
aliases CVE-2022-29209, GHSA-f4rr-5m7v-wxcw
risk_score 3.1
exploitability 0.5
weighted_severity 6.2
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-d1hw-1fdb-kfhq
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url VCID-d3dc-su6w-s3ag
vulnerability_id VCID-d3dc-su6w-s3ag
summary Tensorflow is an Open Source Machine Learning Framework. The implementation of `Dequantize` does not fully validate the value of `axis` and can result in heap OOB accesses. The `axis` argument can be `-1` (the default value for the optional argument) or any other positive value at most the number of dimensions of the input. Unfortunately, the upper bound is not checked and this results in reading past the end of the array containing the dimensions of the input tensor. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
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reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-21726
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value 0.00291
scoring_system epss
scoring_elements 0.52734
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-21726
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-50.yaml
reference_id
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value 7.2
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value HIGH
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scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:N/VA:H/SC:N/SI:N/SA:N
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url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-105.yaml
3
reference_url https://github.com/tensorflow/tensorflow
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scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:H
1
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scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:N/VA:H/SC:N/SI:N/SA:N
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scoring_elements
url https://github.com/tensorflow/tensorflow
4
reference_url https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/dequantize_op.cc#L92-L153
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1
value 7.2
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:N/VA:H/SC:N/SI:N/SA:N
2
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scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-25T15:47:31Z/
url https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/dequantize_op.cc#L92-L153
5
reference_url https://github.com/tensorflow/tensorflow/commit/23968a8bf65b009120c43b5ebcceaf52dbc9e943
reference_id
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value 7.2
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:N/VA:H/SC:N/SI:N/SA:N
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3
value Track
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scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-25T15:47:31Z/
url https://github.com/tensorflow/tensorflow/commit/23968a8bf65b009120c43b5ebcceaf52dbc9e943
6
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-23hm-7w47-xw72
reference_id
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scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:H
1
value HIGH
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2
value 7.2
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:N/VA:H/SC:N/SI:N/SA:N
3
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scoring_elements
4
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-25T15:47:31Z/
url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-23hm-7w47-xw72
7
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-21726
reference_id CVE-2022-21726
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scores
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value 8.1
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:H
1
value 7.2
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scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://nvd.nist.gov/vuln/detail/CVE-2022-21726
8
reference_url https://github.com/advisories/GHSA-23hm-7w47-xw72
reference_id GHSA-23hm-7w47-xw72
reference_type
scores
0
value HIGH
scoring_system cvssv3.1_qr
scoring_elements
url https://github.com/advisories/GHSA-23hm-7w47-xw72
fixed_packages
0
url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-21726, CVE-2022-21726, GHSA-23hm-7w47-xw72, PYSEC-2022-105, PYSEC-2022-50
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-d3dc-su6w-s3ag
29
url VCID-egc6-6pwr-fyej
vulnerability_id VCID-egc6-6pwr-fyej
summary Tensorflow is an Open Source Machine Learning Framework. The implementation of `GetInitOp` is vulnerable to a crash caused by dereferencing a null pointer. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-23577
reference_id
reference_type
scores
0
value 0.00221
scoring_system epss
scoring_elements 0.44697
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-23577
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-86.yaml
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-86.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-141.yaml
reference_id
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value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-141.yaml
3
reference_url https://github.com/tensorflow/tensorflow
reference_id
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scores
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value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
4
reference_url https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/cc/saved_model/loader_util.cc#L31-L61
reference_id
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scores
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value 6.5
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scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:50:02Z/
url https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/cc/saved_model/loader_util.cc#L31-L61
5
reference_url https://github.com/tensorflow/tensorflow/commit/4f38b1ac8e42727e18a2f0bde06d3bee8e77b250
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:50:02Z/
url https://github.com/tensorflow/tensorflow/commit/4f38b1ac8e42727e18a2f0bde06d3bee8e77b250
6
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-8cxv-76p7-jxwr
reference_id
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scores
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value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value HIGH
scoring_system cvssv3.1_qr
scoring_elements
2
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
3
value HIGH
scoring_system generic_textual
scoring_elements
4
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:50:02Z/
url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-8cxv-76p7-jxwr
7
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-23577
reference_id CVE-2022-23577
reference_type
scores
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value 6.5
scoring_system cvssv3.1
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1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://nvd.nist.gov/vuln/detail/CVE-2022-23577
8
reference_url https://github.com/advisories/GHSA-8cxv-76p7-jxwr
reference_id GHSA-8cxv-76p7-jxwr
reference_type
scores
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value HIGH
scoring_system cvssv3.1_qr
scoring_elements
url https://github.com/advisories/GHSA-8cxv-76p7-jxwr
fixed_packages
0
url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-23577, CVE-2022-23577, GHSA-8cxv-76p7-jxwr, PYSEC-2022-141, PYSEC-2022-86
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-egc6-6pwr-fyej
30
url VCID-en5f-xtha-cyhp
vulnerability_id VCID-en5f-xtha-cyhp
summary Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a denial of service by altering a `SavedModel` such that assertions in `function.cc` would be falsified and crash the Python interpreter. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-23586
reference_id
reference_type
scores
0
value 0.00303
scoring_system epss
scoring_elements 0.53888
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-23586
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-95.yaml
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-95.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-150.yaml
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-150.yaml
3
reference_url https://github.com/tensorflow/tensorflow
reference_id
reference_type
scores
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value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
4
reference_url https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/framework/function.cc
reference_id
reference_type
scores
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value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
scoring_elements
2
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:50:57Z/
url https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/framework/function.cc
5
reference_url https://github.com/tensorflow/tensorflow/commit/3d89911481ba6ebe8c88c1c0b595412121e6c645
reference_id
reference_type
scores
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value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
scoring_elements
2
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:50:57Z/
url https://github.com/tensorflow/tensorflow/commit/3d89911481ba6ebe8c88c1c0b595412121e6c645
6
reference_url https://github.com/tensorflow/tensorflow/commit/dcc21c7bc972b10b6fb95c2fb0f4ab5a59680ec2
reference_id
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scores
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value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
scoring_elements
2
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:50:57Z/
url https://github.com/tensorflow/tensorflow/commit/dcc21c7bc972b10b6fb95c2fb0f4ab5a59680ec2
7
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-43jf-985q-588j
reference_id
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scores
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value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system cvssv3.1_qr
scoring_elements
2
value MODERATE
scoring_system generic_textual
scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:50:57Z/
url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-43jf-985q-588j
8
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-23586
reference_id CVE-2022-23586
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
scoring_elements
url https://nvd.nist.gov/vuln/detail/CVE-2022-23586
9
reference_url https://github.com/advisories/GHSA-43jf-985q-588j
reference_id GHSA-43jf-985q-588j
reference_type
scores
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value MODERATE
scoring_system cvssv3.1_qr
scoring_elements
url https://github.com/advisories/GHSA-43jf-985q-588j
fixed_packages
0
url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-23586, CVE-2022-23586, GHSA-43jf-985q-588j, PYSEC-2022-150, PYSEC-2022-95
risk_score 3.1
exploitability 0.5
weighted_severity 6.2
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-en5f-xtha-cyhp
31
url VCID-ev23-kazv-nkas
vulnerability_id VCID-ev23-kazv-nkas
summary Tensorflow is an Open Source Machine Learning Framework. The implementation of `OpLevelCostEstimator::CalculateTensorSize` is vulnerable to an integer overflow if an attacker can create an operation which would involve a tensor with large enough number of elements. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-23575
reference_id
reference_type
scores
0
value 0.0022
scoring_system epss
scoring_elements 0.44623
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-23575
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-84.yaml
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-84.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-139.yaml
reference_id
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scoring_system cvssv3.1
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1
value 7.1
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scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-139.yaml
3
reference_url https://github.com/tensorflow/tensorflow
reference_id
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1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
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scoring_elements
url https://github.com/tensorflow/tensorflow
4
reference_url https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/costs/op_level_cost_estimator.cc#L1552-L1558
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scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
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scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
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url https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/costs/op_level_cost_estimator.cc#L1552-L1558
5
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scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
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scoring_elements
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6
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2
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scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
3
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url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-c94w-c95p-phf8
7
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-23575
reference_id CVE-2022-23575
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value 6.5
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scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
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scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
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scoring_elements
url https://nvd.nist.gov/vuln/detail/CVE-2022-23575
8
reference_url https://github.com/advisories/GHSA-c94w-c95p-phf8
reference_id GHSA-c94w-c95p-phf8
reference_type
scores
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value HIGH
scoring_system cvssv3.1_qr
scoring_elements
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fixed_packages
0
url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-23575, CVE-2022-23575, GHSA-c94w-c95p-phf8, PYSEC-2022-139, PYSEC-2022-84
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-ev23-kazv-nkas
32
url VCID-ev84-gxjn-6bf1
vulnerability_id VCID-ev84-gxjn-6bf1
summary Tensorflow is an Open Source Machine Learning Framework. The implementation of shape inference for `Dequantize` is vulnerable to an integer overflow weakness. The `axis` argument can be `-1` (the default value for the optional argument) or any other positive value at most the number of dimensions of the input. Unfortunately, the upper bound is not checked, and, since the code computes `axis + 1`, an attacker can trigger an integer overflow. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-21727
reference_id
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scores
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value 0.00317
scoring_system epss
scoring_elements 0.55077
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-21727
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-51.yaml
reference_id
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scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:H/SC:N/SI:N/SA:N
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2
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scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:H/SC:N/SI:N/SA:N
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url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-106.yaml
3
reference_url https://github.com/tensorflow/tensorflow
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value 7.6
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scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:H
1
value 7.2
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
4
reference_url https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/ops/array_ops.cc#L3001-L3034
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1
value 7.2
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:H/SC:N/SI:N/SA:N
2
value HIGH
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scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-25T15:47:29Z/
url https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/ops/array_ops.cc#L3001-L3034
5
reference_url https://github.com/tensorflow/tensorflow/commit/b64638ec5ccaa77b7c1eb90958e3d85ce381f91b
reference_id
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scores
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value 7.6
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scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:H
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value 7.2
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:H/SC:N/SI:N/SA:N
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value HIGH
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scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-25T15:47:29Z/
url https://github.com/tensorflow/tensorflow/commit/b64638ec5ccaa77b7c1eb90958e3d85ce381f91b
6
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-c6fh-56w7-fvjw
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scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:H
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value HIGH
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scoring_elements
2
value 7.2
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scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:H/SC:N/SI:N/SA:N
3
value HIGH
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scoring_elements
4
value Track
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scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-25T15:47:29Z/
url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-c6fh-56w7-fvjw
7
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-21727
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value 7.2
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:H/SC:N/SI:N/SA:N
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url https://nvd.nist.gov/vuln/detail/CVE-2022-21727
8
reference_url https://github.com/advisories/GHSA-c6fh-56w7-fvjw
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scores
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fixed_packages
0
url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-21727, CVE-2022-21727, GHSA-c6fh-56w7-fvjw, PYSEC-2022-106, PYSEC-2022-51
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-ev84-gxjn-6bf1
33
url VCID-exym-4mq2-rkbj
vulnerability_id VCID-exym-4mq2-rkbj
summary
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-29204
reference_id
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scores
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value 0.00062
scoring_system epss
scoring_elements 0.19582
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-29204
1
reference_url https://github.com/tensorflow/tensorflow
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scores
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value MODERATE
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
2
reference_url https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/unsorted_segment_join_op.cc#L83-L14
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url https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/unsorted_segment_join_op.cc#L83-L14
3
reference_url https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2021-198.md
reference_id
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scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
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2
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scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:46:46Z/
url https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2021-198.md
4
reference_url https://github.com/tensorflow/tensorflow/commit/20cb18724b0bf6c09071a3f53434c4eec53cc147
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value 5.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
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2
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:46:46Z/
url https://github.com/tensorflow/tensorflow/commit/20cb18724b0bf6c09071a3f53434c4eec53cc147
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reference_url https://github.com/tensorflow/tensorflow/commit/84563f265f28b3c36a15335c8b005d405260e943
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scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
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value MODERATE
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scoring_elements
2
value Track
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scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:46:46Z/
url https://github.com/tensorflow/tensorflow/commit/84563f265f28b3c36a15335c8b005d405260e943
6
reference_url https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4
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value 5.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
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2
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url https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4
7
reference_url https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2
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scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
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scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:46:46Z/
url https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2
8
reference_url https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1
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scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
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scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:46:46Z/
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9
reference_url https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0
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scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:46:46Z/
url https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0
10
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-29204
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scores
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value 5.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
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url https://nvd.nist.gov/vuln/detail/CVE-2022-29204
11
reference_url https://github.com/advisories/GHSA-hx9q-2mx4-m4pg
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url https://github.com/advisories/GHSA-hx9q-2mx4-m4pg
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reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-hx9q-2mx4-m4pg
reference_id GHSA-hx9q-2mx4-m4pg
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url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-hx9q-2mx4-m4pg
fixed_packages
0
url pkg:pypi/tensorflow@2.7.2
purl pkg:pypi/tensorflow@2.7.2
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.2
1
url pkg:pypi/tensorflow@2.8.1
purl pkg:pypi/tensorflow@2.8.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.8.1
aliases CVE-2022-29204, GHSA-hx9q-2mx4-m4pg
risk_score 3.1
exploitability 0.5
weighted_severity 6.2
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-exym-4mq2-rkbj
34
url VCID-eyqx-7k24-zfhq
vulnerability_id VCID-eyqx-7k24-zfhq
summary Tensorflow is an Open Source Machine Learning Framework. The implementation of `SparseCountSparseOutput` can be made to crash a TensorFlow process by an integer overflow whose result is then used in a memory allocation. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-21738
reference_id
reference_type
scores
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value 0.0022
scoring_system epss
scoring_elements 0.44623
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-21738
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-62.yaml
reference_id
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value 7.1
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2
value HIGH
scoring_system generic_textual
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url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-62.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-117.yaml
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value HIGH
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scoring_elements
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3
reference_url https://github.com/tensorflow/tensorflow
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value 7.1
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scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
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value HIGH
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4
reference_url https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/count_ops.cc#L168-L273
reference_id
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value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
3
value Track
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scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-25T15:47:09Z/
url https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/count_ops.cc#L168-L273
5
reference_url https://github.com/tensorflow/tensorflow/commit/6f4d3e8139ec724dbbcb40505891c81dd1052c4a
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value 6.5
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scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
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value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
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value HIGH
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scoring_elements
3
value Track
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scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-25T15:47:09Z/
url https://github.com/tensorflow/tensorflow/commit/6f4d3e8139ec724dbbcb40505891c81dd1052c4a
6
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-x4qx-4fjv-hmw6
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value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
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scoring_elements
2
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
3
value HIGH
scoring_system generic_textual
scoring_elements
4
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-25T15:47:09Z/
url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-x4qx-4fjv-hmw6
7
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-21738
reference_id CVE-2022-21738
reference_type
scores
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value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
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value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://nvd.nist.gov/vuln/detail/CVE-2022-21738
8
reference_url https://github.com/advisories/GHSA-x4qx-4fjv-hmw6
reference_id GHSA-x4qx-4fjv-hmw6
reference_type
scores
0
value HIGH
scoring_system cvssv3.1_qr
scoring_elements
url https://github.com/advisories/GHSA-x4qx-4fjv-hmw6
fixed_packages
0
url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-21738, CVE-2022-21738, GHSA-x4qx-4fjv-hmw6, PYSEC-2022-117, PYSEC-2022-62
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-eyqx-7k24-zfhq
35
url VCID-f25m-udat-n3fd
vulnerability_id VCID-f25m-udat-n3fd
summary Tensorflow is an Open Source Machine Learning Framework. The implementation of `Range` suffers from integer overflows. These can trigger undefined behavior or, in some scenarios, extremely large allocations. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-23562
reference_id
reference_type
scores
0
value 0.00361
scoring_system epss
scoring_elements 0.58482
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-23562
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-71.yaml
reference_id
reference_type
scores
0
value 7.6
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:H
1
value 7.2
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-71.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-126.yaml
reference_id
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scores
0
value 7.6
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:H
1
value 7.2
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-126.yaml
3
reference_url https://github.com/tensorflow/tensorflow
reference_id
reference_type
scores
0
value 7.6
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:H
1
value 7.2
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
4
reference_url https://github.com/tensorflow/tensorflow/commit/f0147751fd5d2ff23251149ebad9af9f03010732
reference_id
reference_type
scores
0
value 7.6
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:H
1
value 7.2
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow/commit/f0147751fd5d2ff23251149ebad9af9f03010732
5
reference_url https://github.com/tensorflow/tensorflow/issues/52676
reference_id
reference_type
scores
0
value 7.6
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:H
1
value 7.2
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow/issues/52676
6
reference_url https://github.com/tensorflow/tensorflow/pull/51733
reference_id
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scores
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value 7.6
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:H
1
value 7.2
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow/pull/51733
7
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-qx3f-p745-w4hr
reference_id
reference_type
scores
0
value 7.6
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:H
1
value HIGH
scoring_system cvssv3.1_qr
scoring_elements
2
value 7.2
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:H/SC:N/SI:N/SA:N
3
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-qx3f-p745-w4hr
8
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-23562
reference_id CVE-2022-23562
reference_type
scores
0
value 7.6
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:H
1
value 7.2
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://nvd.nist.gov/vuln/detail/CVE-2022-23562
9
reference_url https://github.com/advisories/GHSA-qx3f-p745-w4hr
reference_id GHSA-qx3f-p745-w4hr
reference_type
scores
0
value HIGH
scoring_system cvssv3.1_qr
scoring_elements
url https://github.com/advisories/GHSA-qx3f-p745-w4hr
fixed_packages
0
url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-23562, CVE-2022-23562, GHSA-qx3f-p745-w4hr, PYSEC-2022-126, PYSEC-2022-71
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-f25m-udat-n3fd
36
url VCID-f3cx-k63z-7qde
vulnerability_id VCID-f3cx-k63z-7qde
summary Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a TFLite model that would cause an integer overflow in embedding lookup operations. Both `embedding_size` and `lookup_size` are products of values provided by the user. Hence, a malicious user could trigger overflows in the multiplication. In certain scenarios, this can then result in heap OOB read/write. Users are advised to upgrade to a patched version.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-23559
reference_id
reference_type
scores
0
value 0.00517
scoring_system epss
scoring_elements 0.67022
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-23559
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-68.yaml
reference_id
reference_type
scores
0
value 8.8
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
1
value 8.7
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-68.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-123.yaml
reference_id
reference_type
scores
0
value 8.8
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
1
value 8.7
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-123.yaml
3
reference_url https://github.com/tensorflow/tensorflow
reference_id
reference_type
scores
0
value 8.8
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
1
value 8.7
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
4
reference_url https://github.com/tensorflow/tensorflow/blob/ca6f96b62ad84207fbec580404eaa7dd7403a550/tensorflow/lite/kernels/embedding_lookup_sparse.cc#L179-L189
reference_id
reference_type
scores
0
value 8.8
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
1
value 8.7
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
3
value Track*
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:T/P:M/B:A/M:M/D:R/2025-04-22T15:44:41Z/
url https://github.com/tensorflow/tensorflow/blob/ca6f96b62ad84207fbec580404eaa7dd7403a550/tensorflow/lite/kernels/embedding_lookup_sparse.cc#L179-L189
5
reference_url https://github.com/tensorflow/tensorflow/commit/1de49725a5fc4e48f1a3b902ec3599ee99283043
reference_id
reference_type
scores
0
value 8.8
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
1
value 8.7
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
3
value Track*
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:T/P:M/B:A/M:M/D:R/2025-04-22T15:44:41Z/
url https://github.com/tensorflow/tensorflow/commit/1de49725a5fc4e48f1a3b902ec3599ee99283043
6
reference_url https://github.com/tensorflow/tensorflow/commit/a4e401da71458d253b05e41f28637b65baf64be4
reference_id
reference_type
scores
0
value 8.8
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
1
value 8.7
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
3
value Track*
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:T/P:M/B:A/M:M/D:R/2025-04-22T15:44:41Z/
url https://github.com/tensorflow/tensorflow/commit/a4e401da71458d253b05e41f28637b65baf64be4
7
reference_url https://github.com/tensorflow/tensorflow/commit/f19be71717c497723ba0cea0379e84f061a75e01
reference_id
reference_type
scores
0
value 8.8
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
1
value 8.7
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
3
value Track*
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:T/P:M/B:A/M:M/D:R/2025-04-22T15:44:41Z/
url https://github.com/tensorflow/tensorflow/commit/f19be71717c497723ba0cea0379e84f061a75e01
8
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-98p5-x8x4-c9m5
reference_id
reference_type
scores
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value 8.8
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
1
value HIGH
scoring_system cvssv3.1_qr
scoring_elements
2
value 8.7
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
3
value HIGH
scoring_system generic_textual
scoring_elements
4
value Track*
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:T/P:M/B:A/M:M/D:R/2025-04-22T15:44:41Z/
url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-98p5-x8x4-c9m5
9
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-23559
reference_id CVE-2022-23559
reference_type
scores
0
value 8.8
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
1
value 8.7
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://nvd.nist.gov/vuln/detail/CVE-2022-23559
10
reference_url https://github.com/advisories/GHSA-98p5-x8x4-c9m5
reference_id GHSA-98p5-x8x4-c9m5
reference_type
scores
0
value HIGH
scoring_system cvssv3.1_qr
scoring_elements
url https://github.com/advisories/GHSA-98p5-x8x4-c9m5
fixed_packages
0
url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-23559, CVE-2022-23559, GHSA-98p5-x8x4-c9m5, PYSEC-2022-123, PYSEC-2022-68
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-f3cx-k63z-7qde
37
url VCID-fggx-3rzd-8kf5
vulnerability_id VCID-fggx-3rzd-8kf5
summary Tensorflow is an Open Source Machine Learning Framework. When decoding PNG images TensorFlow can produce a memory leak if the image is invalid. After calling `png::CommonInitDecode(..., &decode)`, the `decode` value contains allocated buffers which can only be freed by calling `png::CommonFreeDecode(&decode)`. However, several error case in the function implementation invoke the `OP_REQUIRES` macro which immediately terminates the execution of the function, without allowing for the memory free to occur. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-23585
reference_id
reference_type
scores
0
value 0.00656
scoring_system epss
scoring_elements 0.71345
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-23585
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-94.yaml
reference_id
reference_type
scores
0
value 4.3
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:L
1
value MODERATE
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-94.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-149.yaml
reference_id
reference_type
scores
0
value 4.3
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:L
1
value MODERATE
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summary Tensorflow is an Open Source Machine Learning Framework. The implementation of shape inference for `ReverseSequence` does not fully validate the value of `batch_dim` and can result in a heap OOB read. There is a check to make sure the value of `batch_dim` does not go over the rank of the input, but there is no check for negative values. Negative dimensions are allowed in some cases to mimic Python's negative indexing (i.e., indexing from the end of the array), however if the value is too negative then the implementation of `Dim` would access elements before the start of an array. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
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purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
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resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-21728, CVE-2022-21728, GHSA-6gmv-pjp9-p8w8, PYSEC-2022-107, PYSEC-2022-52
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-g8er-52ns-j7b1
41
url VCID-g8ts-ghhv-33e3
vulnerability_id VCID-g8ts-ghhv-33e3
summary Tensorflow is an Open Source Machine Learning Framework. During shape inference, TensorFlow can allocate a large vector based on a value from a tensor controlled by the user. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-23580
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value 0.00301
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scoring_elements 0.5366
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-23580
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-89.yaml
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value 6.5
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scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
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url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-89.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-144.yaml
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reference_url https://github.com/tensorflow/tensorflow
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url https://github.com/tensorflow/tensorflow
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reference_url https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/framework/shape_inference.cc#L788-L790
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url https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/framework/shape_inference.cc#L788-L790
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url https://github.com/tensorflow/tensorflow/commit/1361fb7e29449629e1df94d44e0427ebec8c83c7
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reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-627q-g293-49q7
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url https://nvd.nist.gov/vuln/detail/CVE-2022-23580
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fixed_packages
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url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-23580, CVE-2022-23580, GHSA-627q-g293-49q7, PYSEC-2022-144, PYSEC-2022-89
risk_score 3.1
exploitability 0.5
weighted_severity 6.2
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-g8ts-ghhv-33e3
42
url VCID-gg98-zkw8-5ben
vulnerability_id VCID-gg98-zkw8-5ben
summary Tensorflow is an Open Source Machine Learning Framework. The estimator for the cost of some convolution operations can be made to execute a division by 0. The function fails to check that the stride argument is strictly positive. Hence, the fix is to add a check for the stride argument to ensure it is valid. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
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reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-21725
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scoring_elements 0.44623
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-21725
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-49.yaml
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scoring_elements CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
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url https://github.com/tensorflow/tensorflow/blob/ffa202a17ab7a4a10182b746d230ea66f021fe16/tensorflow/core/grappler/costs/op_level_cost_estimator.cc#L189-L198
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reference_url https://github.com/tensorflow/tensorflow/commit/3218043d6d3a019756607643cf65574fbfef5d7a
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url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-v3f7-j968-4h5f
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reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-21725
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is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-21725, CVE-2022-21725, GHSA-v3f7-j968-4h5f, PYSEC-2022-104, PYSEC-2022-49
risk_score 3.1
exploitability 0.5
weighted_severity 6.2
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-gg98-zkw8-5ben
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url VCID-gh9u-ufcn-6khx
vulnerability_id VCID-gh9u-ufcn-6khx
summary
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scoring_elements 0.25633
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-29194
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2
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scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:47:38Z/
url https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2
6
reference_url https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1
reference_id
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value 5.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
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url https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1
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url https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0
8
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-29194
reference_id CVE-2022-29194
reference_type
scores
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value 5.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
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url https://nvd.nist.gov/vuln/detail/CVE-2022-29194
9
reference_url https://github.com/advisories/GHSA-h5g4-ppwx-48q2
reference_id GHSA-h5g4-ppwx-48q2
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url https://github.com/advisories/GHSA-h5g4-ppwx-48q2
10
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-h5g4-ppwx-48q2
reference_id GHSA-h5g4-ppwx-48q2
reference_type
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scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
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scoring_system cvssv3.1_qr
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2
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3
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scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:47:38Z/
url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-h5g4-ppwx-48q2
fixed_packages
0
url pkg:pypi/tensorflow@2.7.2
purl pkg:pypi/tensorflow@2.7.2
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.2
1
url pkg:pypi/tensorflow@2.8.1
purl pkg:pypi/tensorflow@2.8.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.8.1
aliases CVE-2022-29194, GHSA-h5g4-ppwx-48q2
risk_score 3.1
exploitability 0.5
weighted_severity 6.2
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-gh9u-ufcn-6khx
44
url VCID-hujj-6vv2-u3c2
vulnerability_id VCID-hujj-6vv2-u3c2
summary Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a denial of service by altering a `SavedModel` such that any binary op would trigger `CHECK` failures. This occurs when the protobuf part corresponding to the tensor arguments is modified such that the `dtype` no longer matches the `dtype` expected by the op. In that case, calling the templated binary operator for the binary op would receive corrupted data, due to the type confusion involved. If `Tin` and `Tout` don't match the type of data in `out` and `input_*` tensors then `flat<*>` would interpret it wrongly. In most cases, this would be a silent failure, but we have noticed scenarios where this results in a `CHECK` crash, hence a denial of service. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-23583
reference_id
reference_type
scores
0
value 0.00285
scoring_system epss
scoring_elements 0.52084
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-23583
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-92.yaml
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-92.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-147.yaml
reference_id
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scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
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url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-147.yaml
3
reference_url https://github.com/tensorflow/tensorflow
reference_id
reference_type
scores
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value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
4
reference_url https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/kernels/cwise_ops_common.h#L88-L137
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
scoring_elements
2
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:51:02Z/
url https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/kernels/cwise_ops_common.h#L88-L137
5
reference_url https://github.com/tensorflow/tensorflow/commit/a7c02f1a9bbc35473969618a09ee5f9f5d3e52d9
reference_id
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scores
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value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
scoring_elements
2
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:51:02Z/
url https://github.com/tensorflow/tensorflow/commit/a7c02f1a9bbc35473969618a09ee5f9f5d3e52d9
6
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-gjqc-q9g6-q2j3
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
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scoring_system cvssv3.1_qr
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2
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scoring_system generic_textual
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3
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scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:51:02Z/
url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-gjqc-q9g6-q2j3
7
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-23583
reference_id CVE-2022-23583
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
scoring_elements
url https://nvd.nist.gov/vuln/detail/CVE-2022-23583
8
reference_url https://github.com/advisories/GHSA-gjqc-q9g6-q2j3
reference_id GHSA-gjqc-q9g6-q2j3
reference_type
scores
0
value MODERATE
scoring_system cvssv3.1_qr
scoring_elements
url https://github.com/advisories/GHSA-gjqc-q9g6-q2j3
fixed_packages
0
url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-23583, CVE-2022-23583, GHSA-gjqc-q9g6-q2j3, PYSEC-2022-147, PYSEC-2022-92
risk_score 3.1
exploitability 0.5
weighted_severity 6.2
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-hujj-6vv2-u3c2
45
url VCID-jdud-ufqp-4yg5
vulnerability_id VCID-jdud-ufqp-4yg5
summary Tensorflow is an Open Source Machine Learning Framework. The `GraphDef` format in TensorFlow does not allow self recursive functions. The runtime assumes that this invariant is satisfied. However, a `GraphDef` containing a fragment such as the following can be consumed when loading a `SavedModel`. This would result in a stack overflow during execution as resolving each `NodeDef` means resolving the function itself and its nodes. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-23591
reference_id
reference_type
scores
0
value 0.00335
scoring_system epss
scoring_elements 0.56558
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-23591
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-100.yaml
reference_id
reference_type
scores
0
value 7.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-100.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-155.yaml
reference_id
reference_type
scores
0
value 7.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-155.yaml
3
reference_url https://github.com/tensorflow/tensorflow
reference_id
reference_type
scores
0
value 7.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
4
reference_url https://github.com/tensorflow/tensorflow/commit/448a16182065bd08a202d9057dd8ca541e67996c
reference_id
reference_type
scores
0
value 7.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:N/A:Y/T:P/P:M/B:A/M:M/D:T/2025-04-23T15:57:48Z/
url https://github.com/tensorflow/tensorflow/commit/448a16182065bd08a202d9057dd8ca541e67996c
5
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-247x-2f9f-5wp7
reference_id
reference_type
scores
0
value 7.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
1
value HIGH
scoring_system cvssv3.1_qr
scoring_elements
2
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
3
value HIGH
scoring_system generic_textual
scoring_elements
4
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:N/A:Y/T:P/P:M/B:A/M:M/D:T/2025-04-23T15:57:48Z/
url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-247x-2f9f-5wp7
6
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-23591
reference_id CVE-2022-23591
reference_type
scores
0
value 7.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://nvd.nist.gov/vuln/detail/CVE-2022-23591
7
reference_url https://github.com/advisories/GHSA-247x-2f9f-5wp7
reference_id GHSA-247x-2f9f-5wp7
reference_type
scores
0
value HIGH
scoring_system cvssv3.1_qr
scoring_elements
url https://github.com/advisories/GHSA-247x-2f9f-5wp7
fixed_packages
0
url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-23591, CVE-2022-23591, GHSA-247x-2f9f-5wp7, PYSEC-2022-100, PYSEC-2022-155
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-jdud-ufqp-4yg5
46
url VCID-jg5r-hv3s-kuh3
vulnerability_id VCID-jg5r-hv3s-kuh3
summary
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-29208
reference_id
reference_type
scores
0
value 0.00136
scoring_system epss
scoring_elements 0.33177
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-29208
1
reference_url https://github.com/tensorflow/tensorflow
reference_id
reference_type
scores
0
value 7.1
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:H/A:H
1
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
2
reference_url https://github.com/tensorflow/tensorflow/commit/30721cf564cb029d34535446d6a5a6357bebc8e7
reference_id
reference_type
scores
0
value 7.1
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:H/A:H
1
value HIGH
scoring_system generic_textual
scoring_elements
2
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:46:49Z/
url https://github.com/tensorflow/tensorflow/commit/30721cf564cb029d34535446d6a5a6357bebc8e7
3
reference_url https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4
reference_id
reference_type
scores
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value 7.1
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:H/A:H
1
value HIGH
scoring_system generic_textual
scoring_elements
2
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:46:49Z/
url https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4
4
reference_url https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2
reference_id
reference_type
scores
0
value 7.1
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:H/A:H
1
value HIGH
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2
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scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:46:49Z/
url https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2
5
reference_url https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1
reference_id
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scores
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value 7.1
scoring_system cvssv3.1
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1
value HIGH
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scoring_elements
2
value Track
scoring_system ssvc
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url https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1
6
reference_url https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0
reference_id
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scores
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value 7.1
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:H/A:H
1
value HIGH
scoring_system generic_textual
scoring_elements
2
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:46:49Z/
url https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0
7
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-29208
reference_id CVE-2022-29208
reference_type
scores
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scoring_system cvssv3.1
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value HIGH
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url https://nvd.nist.gov/vuln/detail/CVE-2022-29208
8
reference_url https://github.com/advisories/GHSA-2r2f-g8mw-9gvr
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reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-2r2f-g8mw-9gvr
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scoring_elements
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url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-2r2f-g8mw-9gvr
fixed_packages
0
url pkg:pypi/tensorflow@2.7.2
purl pkg:pypi/tensorflow@2.7.2
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.2
1
url pkg:pypi/tensorflow@2.8.1
purl pkg:pypi/tensorflow@2.8.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.8.1
aliases CVE-2022-29208, GHSA-2r2f-g8mw-9gvr
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-jg5r-hv3s-kuh3
47
url VCID-k3rw-xwzv-1uer
vulnerability_id VCID-k3rw-xwzv-1uer
summary
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0
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value 0.00169
scoring_system epss
scoring_elements 0.37795
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-29216
1
reference_url https://github.com/tensorflow/tensorflow
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scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
1
value HIGH
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url https://github.com/tensorflow/tensorflow
2
reference_url https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/python/tools/saved_model_cli.py#L566-L574
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2
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3
reference_url https://github.com/tensorflow/tensorflow/commit/8b202f08d52e8206af2bdb2112a62fafbc546ec7
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scoring_system cvssv3.1
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scoring_elements
2
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scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:T/P:M/B:A/M:M/D:R/2025-04-22T15:43:15Z/
url https://github.com/tensorflow/tensorflow/commit/8b202f08d52e8206af2bdb2112a62fafbc546ec7
4
reference_url https://github.com/tensorflow/tensorflow/commit/c5da7af048611aa29e9382371f0aed5018516cac
reference_id
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scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
1
value HIGH
scoring_system generic_textual
scoring_elements
2
value Track*
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:T/P:M/B:A/M:M/D:R/2025-04-22T15:43:15Z/
url https://github.com/tensorflow/tensorflow/commit/c5da7af048611aa29e9382371f0aed5018516cac
5
reference_url https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4
reference_id
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value 7.8
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
1
value HIGH
scoring_system generic_textual
scoring_elements
2
value Track*
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:T/P:M/B:A/M:M/D:R/2025-04-22T15:43:15Z/
url https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4
6
reference_url https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2
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value 7.8
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
1
value HIGH
scoring_system generic_textual
scoring_elements
2
value Track*
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:T/P:M/B:A/M:M/D:R/2025-04-22T15:43:15Z/
url https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2
7
reference_url https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1
reference_id
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value 7.8
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
1
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scoring_system generic_textual
scoring_elements
2
value Track*
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:T/P:M/B:A/M:M/D:R/2025-04-22T15:43:15Z/
url https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1
8
reference_url https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0
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scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
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scoring_elements
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scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:T/P:M/B:A/M:M/D:R/2025-04-22T15:43:15Z/
url https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0
9
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-29216
reference_id CVE-2022-29216
reference_type
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scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
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url https://nvd.nist.gov/vuln/detail/CVE-2022-29216
10
reference_url https://github.com/advisories/GHSA-75c9-jrh4-79mc
reference_id GHSA-75c9-jrh4-79mc
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11
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-75c9-jrh4-79mc
reference_id GHSA-75c9-jrh4-79mc
reference_type
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scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
1
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scoring_system cvssv3.1_qr
scoring_elements
2
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scoring_system generic_textual
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3
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scoring_system ssvc
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url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-75c9-jrh4-79mc
fixed_packages
0
url pkg:pypi/tensorflow@2.7.2
purl pkg:pypi/tensorflow@2.7.2
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.2
1
url pkg:pypi/tensorflow@2.8.1
purl pkg:pypi/tensorflow@2.8.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.8.1
aliases CVE-2022-29216, GHSA-75c9-jrh4-79mc
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-k3rw-xwzv-1uer
48
url VCID-ky4u-eny7-33fy
vulnerability_id VCID-ky4u-eny7-33fy
summary Tensorflow is an Open Source Machine Learning Framework. The implementation of `UnravelIndex` is vulnerable to a division by zero caused by an integer overflow bug. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-21729
reference_id
reference_type
scores
0
value 0.0022
scoring_system epss
scoring_elements 0.44623
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-21729
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-53.yaml
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-53.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-108.yaml
reference_id
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scores
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value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-108.yaml
3
reference_url https://github.com/tensorflow/tensorflow
reference_id
reference_type
scores
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value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
4
reference_url https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/unravel_index_op.cc#L36-L135
reference_id
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scores
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value 6.5
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scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-25T15:47:16Z/
url https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/unravel_index_op.cc#L36-L135
5
reference_url https://github.com/tensorflow/tensorflow/commit/58b34c6c8250983948b5a781b426f6aa01fd47af
reference_id
reference_type
scores
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value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
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scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-25T15:47:16Z/
url https://github.com/tensorflow/tensorflow/commit/58b34c6c8250983948b5a781b426f6aa01fd47af
6
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-34f9-hjfq-rr8j
reference_id
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scores
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value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value HIGH
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scoring_elements
2
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
3
value HIGH
scoring_system generic_textual
scoring_elements
4
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-25T15:47:16Z/
url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-34f9-hjfq-rr8j
7
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-21729
reference_id CVE-2022-21729
reference_type
scores
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value 6.5
scoring_system cvssv3.1
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value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
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value HIGH
scoring_system generic_textual
scoring_elements
url https://nvd.nist.gov/vuln/detail/CVE-2022-21729
8
reference_url https://github.com/advisories/GHSA-34f9-hjfq-rr8j
reference_id GHSA-34f9-hjfq-rr8j
reference_type
scores
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scoring_system cvssv3.1_qr
scoring_elements
url https://github.com/advisories/GHSA-34f9-hjfq-rr8j
fixed_packages
0
url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-21729, CVE-2022-21729, GHSA-34f9-hjfq-rr8j, PYSEC-2022-108, PYSEC-2022-53
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-ky4u-eny7-33fy
49
url VCID-m4na-tgrp-d7fk
vulnerability_id VCID-m4na-tgrp-d7fk
summary Tensorflow is an Open Source Machine Learning Framework. The implementation of `OpLevelCostEstimator::CalculateOutputSize` is vulnerable to an integer overflow if an attacker can create an operation which would involve tensors with large enough number of elements. We can have a large enough number of dimensions in `output_shape.dim()` or just a small number of dimensions being large enough to cause an overflow in the multiplication. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-23576
reference_id
reference_type
scores
0
value 0.0022
scoring_system epss
scoring_elements 0.44623
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-23576
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-85.yaml
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-85.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-140.yaml
reference_id
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scoring_system cvssv3.1
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1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-140.yaml
3
reference_url https://github.com/tensorflow/tensorflow
reference_id
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scores
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1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
4
reference_url https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/costs/op_level_cost_estimator.cc#L1598-L1617
reference_id
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value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
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value HIGH
scoring_system generic_textual
scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:50:40Z/
url https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/costs/op_level_cost_estimator.cc#L1598-L1617
5
reference_url https://github.com/tensorflow/tensorflow/commit/b9bd6cfd1c50e6807846af9a86f9b83cafc9c8ae
reference_id
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1
value 7.1
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scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
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value HIGH
scoring_system generic_textual
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3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:50:40Z/
url https://github.com/tensorflow/tensorflow/commit/b9bd6cfd1c50e6807846af9a86f9b83cafc9c8ae
6
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-wm93-f238-7v37
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2
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
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value HIGH
scoring_system generic_textual
scoring_elements
4
value Track
scoring_system ssvc
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url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-wm93-f238-7v37
7
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-23576
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value HIGH
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8
reference_url https://github.com/advisories/GHSA-wm93-f238-7v37
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fixed_packages
0
url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-23576, CVE-2022-23576, GHSA-wm93-f238-7v37, PYSEC-2022-140, PYSEC-2022-85
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-m4na-tgrp-d7fk
50
url VCID-mtqg-yga8-eqeu
vulnerability_id VCID-mtqg-yga8-eqeu
summary Tensorflow is an Open Source Machine Learning Framework. The Grappler optimizer in TensorFlow can be used to cause a denial of service by altering a `SavedModel` such that `IsSimplifiableReshape` would trigger `CHECK` failures. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
0
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published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-23581
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-90.yaml
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url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-90.yaml
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reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-145.yaml
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reference_url https://github.com/tensorflow/tensorflow
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reference_url https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/optimizers/constant_folding.cc#L1687-L1742
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reference_url https://github.com/tensorflow/tensorflow/commit/1fb27733f943295d874417630edd3b38b34ce082
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url https://github.com/tensorflow/tensorflow/commit/1fb27733f943295d874417630edd3b38b34ce082
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reference_url https://github.com/tensorflow/tensorflow/commit/240655511cd3e701155f944a972db71b6c0b1bb6
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url https://github.com/tensorflow/tensorflow/commit/240655511cd3e701155f944a972db71b6c0b1bb6
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reference_url https://github.com/tensorflow/tensorflow/commit/ebc1a2ffe5a7573d905e99bd0ee3568ee07c12c1
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8
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scoring_system generic_textual
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url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-fq86-3f29-px2c
9
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-23581
reference_id CVE-2022-23581
reference_type
scores
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value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
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url https://nvd.nist.gov/vuln/detail/CVE-2022-23581
10
reference_url https://github.com/advisories/GHSA-fq86-3f29-px2c
reference_id GHSA-fq86-3f29-px2c
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scoring_system cvssv3.1_qr
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url https://github.com/advisories/GHSA-fq86-3f29-px2c
fixed_packages
0
url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-23581, CVE-2022-23581, GHSA-fq86-3f29-px2c, PYSEC-2022-145, PYSEC-2022-90
risk_score 3.1
exploitability 0.5
weighted_severity 6.2
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-mtqg-yga8-eqeu
51
url VCID-mzvs-ne4v-4qh7
vulnerability_id VCID-mzvs-ne4v-4qh7
summary
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-29213
reference_id
reference_type
scores
0
value 0.00106
scoring_system epss
scoring_elements 0.28402
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-29213
1
reference_url https://github.com/tensorflow/tensorflow
reference_id
reference_type
scores
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value 5.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
2
reference_url https://github.com/tensorflow/tensorflow/commit/0a8a781e597b18ead006d19b7d23d0a369e9ad73
reference_id
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scores
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value 5.5
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scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
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scoring_system generic_textual
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2
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:46:18Z/
url https://github.com/tensorflow/tensorflow/commit/0a8a781e597b18ead006d19b7d23d0a369e9ad73
3
reference_url https://github.com/tensorflow/tensorflow/issues/55263
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scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
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scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:46:18Z/
url https://github.com/tensorflow/tensorflow/issues/55263
4
reference_url https://github.com/tensorflow/tensorflow/pull/55274
reference_id
reference_type
scores
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scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
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scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:46:18Z/
url https://github.com/tensorflow/tensorflow/pull/55274
5
reference_url https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4
reference_id
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scores
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value 5.5
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scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
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scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:46:18Z/
url https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4
6
reference_url https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2
reference_id
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scores
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value 5.5
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scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
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url https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2
7
reference_url https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1
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url https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1
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reference_url https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0
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url https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0
9
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-29213
reference_id CVE-2022-29213
reference_type
scores
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value 5.5
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url https://nvd.nist.gov/vuln/detail/CVE-2022-29213
10
reference_url https://github.com/advisories/GHSA-5889-7v45-q28m
reference_id GHSA-5889-7v45-q28m
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reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-5889-7v45-q28m
reference_id GHSA-5889-7v45-q28m
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1
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url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-5889-7v45-q28m
fixed_packages
0
url pkg:pypi/tensorflow@2.7.2
purl pkg:pypi/tensorflow@2.7.2
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.2
1
url pkg:pypi/tensorflow@2.8.1
purl pkg:pypi/tensorflow@2.8.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.8.1
aliases CVE-2022-29213, GHSA-5889-7v45-q28m
risk_score 3.1
exploitability 0.5
weighted_severity 6.2
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-mzvs-ne4v-4qh7
52
url VCID-n62z-1akp-ebck
vulnerability_id VCID-n62z-1akp-ebck
summary Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a use after free behavior when decoding PNG images. After `png::CommonFreeDecode(&decode)` gets called, the values of `decode.width` and `decode.height` are in an unspecified state. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-23584
reference_id
reference_type
scores
0
value 0.00252
scoring_system epss
scoring_elements 0.4871
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-23584
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-93.yaml
reference_id
reference_type
scores
0
value 7.6
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:H
1
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-93.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-148.yaml
reference_id
reference_type
scores
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value 7.6
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:H
1
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-148.yaml
3
reference_url https://github.com/tensorflow/tensorflow
reference_id
reference_type
scores
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value 7.6
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:H
1
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
4
reference_url https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/kernels/image/decode_image_op.cc#L339-L346
reference_id
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scores
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value 7.6
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:H
1
value HIGH
scoring_system generic_textual
scoring_elements
2
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:51:15Z/
url https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/kernels/image/decode_image_op.cc#L339-L346
5
reference_url https://github.com/tensorflow/tensorflow/commit/e746adbfcfee15e9cfdb391ff746c765b99bdf9b
reference_id
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scores
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value 7.6
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:H
1
value HIGH
scoring_system generic_textual
scoring_elements
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value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:51:15Z/
url https://github.com/tensorflow/tensorflow/commit/e746adbfcfee15e9cfdb391ff746c765b99bdf9b
6
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-24x4-6qmh-88qg
reference_id
reference_type
scores
0
value 7.6
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:H
1
value HIGH
scoring_system cvssv3.1_qr
scoring_elements
2
value HIGH
scoring_system generic_textual
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3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:51:15Z/
url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-24x4-6qmh-88qg
7
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-23584
reference_id CVE-2022-23584
reference_type
scores
0
value 7.6
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:H
1
value HIGH
scoring_system generic_textual
scoring_elements
url https://nvd.nist.gov/vuln/detail/CVE-2022-23584
8
reference_url https://github.com/advisories/GHSA-24x4-6qmh-88qg
reference_id GHSA-24x4-6qmh-88qg
reference_type
scores
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value HIGH
scoring_system cvssv3.1_qr
scoring_elements
url https://github.com/advisories/GHSA-24x4-6qmh-88qg
fixed_packages
0
url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-23584, CVE-2022-23584, GHSA-24x4-6qmh-88qg, PYSEC-2022-148, PYSEC-2022-93
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-n62z-1akp-ebck
53
url VCID-ngkq-s26c-qkfj
vulnerability_id VCID-ngkq-s26c-qkfj
summary Tensorflow is an Open Source Machine Learning Framework. Under certain scenarios, Grappler component of TensorFlow can trigger a null pointer dereference. There are 2 places where this can occur, for the same malicious alteration of a `SavedModel` file (fixing the first one would trigger the same dereference in the second place). First, during constant folding, the `GraphDef` might not have the required nodes for the binary operation. If a node is missing, the correposning `mul_*child` would be null, and the dereference in the subsequent line would be incorrect. We have a similar issue during `IsIdentityConsumingSwitch`. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-23589
reference_id
reference_type
scores
0
value 0.00301
scoring_system epss
scoring_elements 0.53639
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-23589
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-98.yaml
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-98.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-153.yaml
reference_id
reference_type
scores
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value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-153.yaml
3
reference_url https://github.com/tensorflow/tensorflow
reference_id
reference_type
scores
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value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
4
reference_url https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/mutable_graph_view.cc#L59-L74
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
scoring_elements
2
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:50:53Z/
url https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/mutable_graph_view.cc#L59-L74
5
reference_url https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/optimizers/constant_folding.cc#L3466-L3497
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
scoring_elements
2
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:50:53Z/
url https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/optimizers/constant_folding.cc#L3466-L3497
6
reference_url https://github.com/tensorflow/tensorflow/commit/045deec1cbdebb27d817008ad5df94d96a08b1bf
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
scoring_elements
2
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:50:53Z/
url https://github.com/tensorflow/tensorflow/commit/045deec1cbdebb27d817008ad5df94d96a08b1bf
7
reference_url https://github.com/tensorflow/tensorflow/commit/0a365c029e437be0349c31f8d4c9926b69fa3fa1
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
scoring_elements
2
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:50:53Z/
url https://github.com/tensorflow/tensorflow/commit/0a365c029e437be0349c31f8d4c9926b69fa3fa1
8
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-9px9-73fg-3fqp
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system cvssv3.1_qr
scoring_elements
2
value MODERATE
scoring_system generic_textual
scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:50:53Z/
url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-9px9-73fg-3fqp
9
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-23589
reference_id CVE-2022-23589
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
scoring_elements
url https://nvd.nist.gov/vuln/detail/CVE-2022-23589
10
reference_url https://github.com/advisories/GHSA-9px9-73fg-3fqp
reference_id GHSA-9px9-73fg-3fqp
reference_type
scores
0
value MODERATE
scoring_system cvssv3.1_qr
scoring_elements
url https://github.com/advisories/GHSA-9px9-73fg-3fqp
fixed_packages
0
url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-23589, CVE-2022-23589, GHSA-9px9-73fg-3fqp, PYSEC-2022-153, PYSEC-2022-98
risk_score 3.1
exploitability 0.5
weighted_severity 6.2
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-ngkq-s26c-qkfj
54
url VCID-pe9p-a7nn-8bhj
vulnerability_id VCID-pe9p-a7nn-8bhj
summary Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a denial of service by altering a `SavedModel` such that `TensorByteSize` would trigger `CHECK` failures. `TensorShape` constructor throws a `CHECK`-fail if shape is partial or has a number of elements that would overflow the size of an `int`. The `PartialTensorShape` constructor instead does not cause a `CHECK`-abort if the shape is partial, which is exactly what this function needs to be able to return `-1`. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-23582
reference_id
reference_type
scores
0
value 0.0022
scoring_system epss
scoring_elements 0.44623
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-23582
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-91.yaml
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-91.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-146.yaml
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-146.yaml
3
reference_url https://github.com/tensorflow/tensorflow
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
4
reference_url https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/framework/attr_value_util.cc#L46-L50
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/framework/attr_value_util.cc#L46-L50
5
reference_url https://github.com/tensorflow/tensorflow/commit/c2426bba00a01de6913738df8fa78e0215fcce02
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow/commit/c2426bba00a01de6913738df8fa78e0215fcce02
6
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-4j82-5ccr-4r8v
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system cvssv3.1_qr
scoring_elements
2
value MODERATE
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-4j82-5ccr-4r8v
7
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-23582
reference_id CVE-2022-23582
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value MODERATE
scoring_system generic_textual
scoring_elements
url https://nvd.nist.gov/vuln/detail/CVE-2022-23582
8
reference_url https://github.com/advisories/GHSA-4j82-5ccr-4r8v
reference_id GHSA-4j82-5ccr-4r8v
reference_type
scores
0
value MODERATE
scoring_system cvssv3.1_qr
scoring_elements
url https://github.com/advisories/GHSA-4j82-5ccr-4r8v
fixed_packages
0
url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-23582, CVE-2022-23582, GHSA-4j82-5ccr-4r8v, PYSEC-2022-146, PYSEC-2022-91
risk_score 3.1
exploitability 0.5
weighted_severity 6.2
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-pe9p-a7nn-8bhj
55
url VCID-q4zv-syab-bbh8
vulnerability_id VCID-q4zv-syab-bbh8
summary Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a TFLite model that would cause an integer overflow in `TfLiteIntArrayCreate`. The `TfLiteIntArrayGetSizeInBytes` returns an `int` instead of a `size_t. An attacker can control model inputs such that `computed_size` overflows the size of `int` datatype. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-23558
reference_id
reference_type
scores
0
value 0.0039
scoring_system epss
scoring_elements 0.6033
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-23558
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-67.yaml
reference_id
reference_type
scores
0
value 7.6
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:H
1
value 7.2
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-67.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-122.yaml
reference_id
reference_type
scores
0
value 7.6
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:H
1
value 7.2
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-122.yaml
3
reference_url https://github.com/tensorflow/tensorflow
reference_id
reference_type
scores
0
value 7.6
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:H
1
value 7.2
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
4
reference_url https://github.com/tensorflow/tensorflow/blob/ca6f96b62ad84207fbec580404eaa7dd7403a550/tensorflow/lite/c/common.c#L24-L33
reference_id
reference_type
scores
0
value 7.6
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:H
1
value 7.2
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:49:53Z/
url https://github.com/tensorflow/tensorflow/blob/ca6f96b62ad84207fbec580404eaa7dd7403a550/tensorflow/lite/c/common.c#L24-L33
5
reference_url https://github.com/tensorflow/tensorflow/blob/ca6f96b62ad84207fbec580404eaa7dd7403a550/tensorflow/lite/c/common.c#L53-L60
reference_id
reference_type
scores
0
value 7.6
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:H
1
value 7.2
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:49:53Z/
url https://github.com/tensorflow/tensorflow/blob/ca6f96b62ad84207fbec580404eaa7dd7403a550/tensorflow/lite/c/common.c#L53-L60
6
reference_url https://github.com/tensorflow/tensorflow/commit/a1e1511dde36b3f8aa27a6ec630838e7ea40e091
reference_id
reference_type
scores
0
value 7.6
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:H
1
value 7.2
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:49:53Z/
url https://github.com/tensorflow/tensorflow/commit/a1e1511dde36b3f8aa27a6ec630838e7ea40e091
7
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-9gwq-6cwj-47h3
reference_id
reference_type
scores
0
value 7.6
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:H
1
value HIGH
scoring_system cvssv3.1_qr
scoring_elements
2
value 7.2
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:H/SC:N/SI:N/SA:N
3
value HIGH
scoring_system generic_textual
scoring_elements
4
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:49:53Z/
url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-9gwq-6cwj-47h3
8
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-23558
reference_id CVE-2022-23558
reference_type
scores
0
value 7.6
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:H
1
value 7.2
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://nvd.nist.gov/vuln/detail/CVE-2022-23558
9
reference_url https://github.com/advisories/GHSA-9gwq-6cwj-47h3
reference_id GHSA-9gwq-6cwj-47h3
reference_type
scores
0
value HIGH
scoring_system cvssv3.1_qr
scoring_elements
url https://github.com/advisories/GHSA-9gwq-6cwj-47h3
fixed_packages
0
url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-23558, CVE-2022-23558, GHSA-9gwq-6cwj-47h3, PYSEC-2022-122, PYSEC-2022-67
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-q4zv-syab-bbh8
56
url VCID-qgr6-bqrc-puhs
vulnerability_id VCID-qgr6-bqrc-puhs
summary Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a TFLite model that would allow limited reads and writes outside of arrays in TFLite. This exploits missing validation in the conversion from sparse tensors to dense tensors. The fix is included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range. Users are advised to upgrade as soon as possible.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-23560
reference_id
reference_type
scores
0
value 0.00296
scoring_system epss
scoring_elements 0.53147
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-23560
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-69.yaml
reference_id
reference_type
scores
0
value 8.8
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
1
value 8.7
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-69.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-124.yaml
reference_id
reference_type
scores
0
value 8.8
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
1
value 8.7
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-124.yaml
3
reference_url https://github.com/tensorflow/tensorflow
reference_id
reference_type
scores
0
value 8.8
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
1
value 8.7
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
4
reference_url https://github.com/tensorflow/tensorflow/blob/ca6f96b62ad84207fbec580404eaa7dd7403a550/tensorflow/lite/kernels/internal/utils/sparsity_format_converter.cc#L252-L293
reference_id
reference_type
scores
0
value 8.8
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
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url pkg:pypi/tensorflow@2.7.1
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is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-23560, CVE-2022-23560, GHSA-4hvf-hxvg-f67v, PYSEC-2022-124, PYSEC-2022-69
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-qgr6-bqrc-puhs
57
url VCID-qxqd-f1bw-y7h4
vulnerability_id VCID-qxqd-f1bw-y7h4
summary Tensorflow is an Open Source Machine Learning Framework. The implementation of `ThreadPoolHandle` can be used to trigger a denial of service attack by allocating too much memory. This is because the `num_threads` argument is only checked to not be negative, but there is no upper bound on its value. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-21732
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scoring_elements 0.44623
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-21732
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-56.yaml
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reference_url https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/data/experimental/threadpool_dataset_op.cc#L79-L135
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scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:L/SC:N/SI:N/SA:N
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url https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/data/experimental/threadpool_dataset_op.cc#L79-L135
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reference_url https://github.com/tensorflow/tensorflow/commit/e3749a6d5d1e8d11806d4a2e9cc3123d1a90b75e
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reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-c582-c96p-r5cq
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url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-21732, CVE-2022-21732, GHSA-c582-c96p-r5cq, PYSEC-2022-111, PYSEC-2022-56
risk_score 3.1
exploitability 0.5
weighted_severity 6.2
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-qxqd-f1bw-y7h4
58
url VCID-rgug-8jmj-e7hw
vulnerability_id VCID-rgug-8jmj-e7hw
summary
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0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-29200
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scores
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value 0.00056
scoring_system epss
scoring_elements 0.17648
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-29200
1
reference_url https://github.com/tensorflow/tensorflow
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2
reference_url https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/rnn/lstm_ops.cc
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url https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/rnn/lstm_ops.cc
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reference_url https://github.com/tensorflow/tensorflow/commit/803404044ae7a1efac48ba82d74111fce1ddb09a
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url https://github.com/tensorflow/tensorflow/commit/803404044ae7a1efac48ba82d74111fce1ddb09a
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reference_url https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4
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reference_url https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2
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reference_url https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1
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reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-29200
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reference_url https://github.com/advisories/GHSA-2vv3-56qg-g2cf
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fixed_packages
0
url pkg:pypi/tensorflow@2.7.2
purl pkg:pypi/tensorflow@2.7.2
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.2
1
url pkg:pypi/tensorflow@2.8.1
purl pkg:pypi/tensorflow@2.8.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.8.1
aliases CVE-2022-29200, GHSA-2vv3-56qg-g2cf
risk_score 3.1
exploitability 0.5
weighted_severity 6.2
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-rgug-8jmj-e7hw
59
url VCID-rsau-jvcr-uudd
vulnerability_id VCID-rsau-jvcr-uudd
summary Tensorflow is an Open Source Machine Learning Framework. The implementation of `SparseTensorSliceDataset` has an undefined behavior: under certain condition it can be made to dereference a `nullptr` value. The 3 input arguments to `SparseTensorSliceDataset` represent a sparse tensor. However, there are some preconditions that these arguments must satisfy but these are not validated in the implementation. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
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reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-21736
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scoring_elements 0.56243
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-21736
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-60.yaml
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url VCID-tru4-6hk6-yydu
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summary `CHECK` failure in depthwise ops via overflows
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summary Tensorflow is an Open Source Machine Learning Framework. Under certain scenarios, TensorFlow can fail to specialize a type during shape inference. This case is covered by the `DCHECK` function however, `DCHECK` is a no-op in production builds and an assertion failure in debug builds. In the first case execution proceeds to the `ValueOrDie` line. This results in an assertion failure as `ret` contains an error `Status`, not a value. In the second case we also get a crash due to the assertion failure. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, and TensorFlow 2.6.3, as these are also affected and still in supported range.
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scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-136.yaml
3
reference_url https://github.com/tensorflow/tensorflow
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
4
reference_url https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/framework/shape_inference.cc#L168-L174
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:50:10Z/
url https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/framework/shape_inference.cc#L168-L174
5
reference_url https://github.com/tensorflow/tensorflow/commit/cb164786dc891ea11d3a900e90367c339305dc7b
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:50:10Z/
url https://github.com/tensorflow/tensorflow/commit/cb164786dc891ea11d3a900e90367c339305dc7b
6
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-rww7-2gpw-fv6j
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value HIGH
scoring_system cvssv3.1_qr
scoring_elements
2
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
3
value HIGH
scoring_system generic_textual
scoring_elements
4
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:50:10Z/
url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-rww7-2gpw-fv6j
7
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-23572
reference_id CVE-2022-23572
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://nvd.nist.gov/vuln/detail/CVE-2022-23572
8
reference_url https://github.com/advisories/GHSA-rww7-2gpw-fv6j
reference_id GHSA-rww7-2gpw-fv6j
reference_type
scores
0
value HIGH
scoring_system cvssv3.1_qr
scoring_elements
url https://github.com/advisories/GHSA-rww7-2gpw-fv6j
fixed_packages
0
url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-23572, CVE-2022-23572, GHSA-rww7-2gpw-fv6j, PYSEC-2022-136, PYSEC-2022-81
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-ugta-nt2s-27fk
64
url VCID-v2nf-1526-nkbp
vulnerability_id VCID-v2nf-1526-nkbp
summary Tensorflow is an Open Source Machine Learning Framework. An attacker can trigger denial of service via assertion failure by altering a `SavedModel` on disk such that `AttrDef`s of some operation are duplicated. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-23565
reference_id
reference_type
scores
0
value 0.00118
scoring_system epss
scoring_elements 0.30304
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-23565
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-74.yaml
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-74.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-129.yaml
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-129.yaml
3
reference_url https://github.com/tensorflow/tensorflow
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
4
reference_url https://github.com/tensorflow/tensorflow/commit/c2b31ff2d3151acb230edc3f5b1832d2c713a9e0
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow/commit/c2b31ff2d3151acb230edc3f5b1832d2c713a9e0
5
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-4v5p-v5h9-6xjx
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value HIGH
scoring_system cvssv3.1_qr
scoring_elements
2
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
3
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-4v5p-v5h9-6xjx
6
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-23565
reference_id CVE-2022-23565
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://nvd.nist.gov/vuln/detail/CVE-2022-23565
7
reference_url https://github.com/advisories/GHSA-4v5p-v5h9-6xjx
reference_id GHSA-4v5p-v5h9-6xjx
reference_type
scores
0
value HIGH
scoring_system cvssv3.1_qr
scoring_elements
url https://github.com/advisories/GHSA-4v5p-v5h9-6xjx
fixed_packages
0
url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-23565, CVE-2022-23565, GHSA-4v5p-v5h9-6xjx, PYSEC-2022-129, PYSEC-2022-74
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-v2nf-1526-nkbp
65
url VCID-vfgz-fss4-wbgu
vulnerability_id VCID-vfgz-fss4-wbgu
summary Tensorflow is an Open Source Machine Learning Framework. There is a typo in TensorFlow's `SpecializeType` which results in heap OOB read/write. Due to a typo, `arg` is initialized to the `i`th mutable argument in a loop where the loop index is `j`. Hence it is possible to assign to `arg` from outside the vector of arguments. Since this is a mutable proto value, it allows both read and write to outside of bounds data. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, and TensorFlow 2.6.3, as these are also affected and still in supported range.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-23574
reference_id
reference_type
scores
0
value 0.00296
scoring_system epss
scoring_elements 0.53147
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-23574
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-83.yaml
reference_id
reference_type
scores
0
value 8.8
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
1
value 8.7
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-83.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-138.yaml
reference_id
reference_type
scores
0
value 8.8
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
1
value 8.7
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-138.yaml
3
reference_url https://github.com/tensorflow/tensorflow
reference_id
reference_type
scores
0
value 8.8
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
1
value 8.7
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
4
reference_url https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/framework/full_type_util.cc#L81-L102
reference_id
reference_type
scores
0
value 8.8
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
1
value 8.7
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
3
value Track*
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:T/P:M/B:A/M:M/D:R/2025-04-22T15:44:49Z/
url https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/framework/full_type_util.cc#L81-L102
5
reference_url https://github.com/tensorflow/tensorflow/commit/0657c83d08845cc434175934c642299de2c0f042
reference_id
reference_type
scores
0
value 8.8
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
1
value 8.7
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
3
value Track*
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:T/P:M/B:A/M:M/D:R/2025-04-22T15:44:49Z/
url https://github.com/tensorflow/tensorflow/commit/0657c83d08845cc434175934c642299de2c0f042
6
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-77gp-3h4r-6428
reference_id
reference_type
scores
0
value 8.8
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
1
value HIGH
scoring_system cvssv3.1_qr
scoring_elements
2
value 8.7
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
3
value HIGH
scoring_system generic_textual
scoring_elements
4
value Track*
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:T/P:M/B:A/M:M/D:R/2025-04-22T15:44:49Z/
url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-77gp-3h4r-6428
7
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-23574
reference_id CVE-2022-23574
reference_type
scores
0
value 8.8
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
1
value 8.7
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://nvd.nist.gov/vuln/detail/CVE-2022-23574
8
reference_url https://github.com/advisories/GHSA-77gp-3h4r-6428
reference_id GHSA-77gp-3h4r-6428
reference_type
scores
0
value HIGH
scoring_system cvssv3.1_qr
scoring_elements
url https://github.com/advisories/GHSA-77gp-3h4r-6428
fixed_packages
0
url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-23574, CVE-2022-23574, GHSA-77gp-3h4r-6428, PYSEC-2022-138, PYSEC-2022-83
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-vfgz-fss4-wbgu
66
url VCID-vgv7-xc3c-1fb3
vulnerability_id VCID-vgv7-xc3c-1fb3
summary Tensorflow is an Open Source Machine Learning Framework. When decoding a resource handle tensor from protobuf, a TensorFlow process can encounter cases where a `CHECK` assertion is invalidated based on user controlled arguments. This allows attackers to cause denial of services in TensorFlow processes. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-23564
reference_id
reference_type
scores
0
value 0.00118
scoring_system epss
scoring_elements 0.30304
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-23564
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-73.yaml
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-73.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-128.yaml
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-128.yaml
3
reference_url https://github.com/tensorflow/tensorflow
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
4
reference_url https://github.com/tensorflow/tensorflow/commit/14fea662350e7c26eb5fe1be2ac31704e5682ee6
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:N/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-23T14:11:10Z/
url https://github.com/tensorflow/tensorflow/commit/14fea662350e7c26eb5fe1be2ac31704e5682ee6
5
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-8rcj-c8pj-v3m3
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value HIGH
scoring_system cvssv3.1_qr
scoring_elements
2
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
3
value HIGH
scoring_system generic_textual
scoring_elements
4
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:N/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-23T14:11:10Z/
url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-8rcj-c8pj-v3m3
6
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-23564
reference_id CVE-2022-23564
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://nvd.nist.gov/vuln/detail/CVE-2022-23564
7
reference_url https://github.com/advisories/GHSA-8rcj-c8pj-v3m3
reference_id GHSA-8rcj-c8pj-v3m3
reference_type
scores
0
value HIGH
scoring_system cvssv3.1_qr
scoring_elements
url https://github.com/advisories/GHSA-8rcj-c8pj-v3m3
fixed_packages
0
url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-23564, CVE-2022-23564, GHSA-8rcj-c8pj-v3m3, PYSEC-2022-128, PYSEC-2022-73
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-vgv7-xc3c-1fb3
67
url VCID-vnn5-y8ez-rub9
vulnerability_id VCID-vnn5-y8ez-rub9
summary Tensorflow is an Open Source Machine Learning Framework. The implementation of `AddManySparseToTensorsMap` is vulnerable to an integer overflow which results in a `CHECK`-fail when building new `TensorShape` objects (so, an assert failure based denial of service). We are missing some validation on the shapes of the input tensors as well as directly constructing a large `TensorShape` with user-provided dimensions. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-23568
reference_id
reference_type
scores
0
value 0.00303
scoring_system epss
scoring_elements 0.53888
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-23568
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-77.yaml
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-77.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-132.yaml
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-132.yaml
3
reference_url https://github.com/tensorflow/tensorflow
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
4
reference_url https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/sparse_tensors_map_ops.cc
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-25T15:47:24Z/
url https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/sparse_tensors_map_ops.cc
5
reference_url https://github.com/tensorflow/tensorflow/commit/a68f68061e263a88321c104a6c911fe5598050a8
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-25T15:47:24Z/
url https://github.com/tensorflow/tensorflow/commit/a68f68061e263a88321c104a6c911fe5598050a8
6
reference_url https://github.com/tensorflow/tensorflow/commit/b51b82fe65ebace4475e3c54eb089c18a4403f1c
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-25T15:47:24Z/
url https://github.com/tensorflow/tensorflow/commit/b51b82fe65ebace4475e3c54eb089c18a4403f1c
7
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-6445-fm66-fvq2
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value HIGH
scoring_system cvssv3.1_qr
scoring_elements
2
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
3
value HIGH
scoring_system generic_textual
scoring_elements
4
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-25T15:47:24Z/
url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-6445-fm66-fvq2
8
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-23568
reference_id CVE-2022-23568
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://nvd.nist.gov/vuln/detail/CVE-2022-23568
9
reference_url https://github.com/advisories/GHSA-6445-fm66-fvq2
reference_id GHSA-6445-fm66-fvq2
reference_type
scores
0
value HIGH
scoring_system cvssv3.1_qr
scoring_elements
url https://github.com/advisories/GHSA-6445-fm66-fvq2
fixed_packages
0
url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-23568, CVE-2022-23568, GHSA-6445-fm66-fvq2, PYSEC-2022-132, PYSEC-2022-77
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-vnn5-y8ez-rub9
68
url VCID-vpyd-he5n-b3a4
vulnerability_id VCID-vpyd-he5n-b3a4
summary Tensorflow is an Open Source Machine Learning Framework. The implementation of `QuantizedMaxPool` has an undefined behavior where user controlled inputs can trigger a reference binding to null pointer. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-21739
reference_id
reference_type
scores
0
value 0.00221
scoring_system epss
scoring_elements 0.44697
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-21739
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-63.yaml
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-63.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-118.yaml
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-118.yaml
3
reference_url https://github.com/tensorflow/tensorflow
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
4
reference_url https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/quantized_pooling_ops.cc#L114-L130
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow/blob/5100e359aef5c8021f2e71c7b986420b85ce7b3d/tensorflow/core/kernels/quantized_pooling_ops.cc#L114-L130
5
reference_url https://github.com/tensorflow/tensorflow/commit/53b0dd6dc5957652f35964af16b892ec9af4a559
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow/commit/53b0dd6dc5957652f35964af16b892ec9af4a559
6
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-3mw4-6rj6-74g5
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value HIGH
scoring_system cvssv3.1_qr
scoring_elements
2
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
3
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-3mw4-6rj6-74g5
7
reference_url https://nvd.nist.gov/vuln/detail/CVE-2022-21739
reference_id CVE-2022-21739
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://nvd.nist.gov/vuln/detail/CVE-2022-21739
8
reference_url https://github.com/advisories/GHSA-3mw4-6rj6-74g5
reference_id GHSA-3mw4-6rj6-74g5
reference_type
scores
0
value HIGH
scoring_system cvssv3.1_qr
scoring_elements
url https://github.com/advisories/GHSA-3mw4-6rj6-74g5
fixed_packages
0
url pkg:pypi/tensorflow@2.7.1
purl pkg:pypi/tensorflow@2.7.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-21739, CVE-2022-21739, GHSA-3mw4-6rj6-74g5, PYSEC-2022-118, PYSEC-2022-63
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-vpyd-he5n-b3a4
69
url VCID-vqxg-mnz4-13cg
vulnerability_id VCID-vqxg-mnz4-13cg
summary Tensorflow is an Open Source Machine Learning Framework. When decoding a tensor from protobuf, TensorFlow might do a null-dereference if attributes of some mutable arguments to some operations are missing from the proto. This is guarded by a `DCHECK`. However, `DCHECK` is a no-op in production builds and an assertion failure in debug builds. In the first case execution proceeds to the dereferencing of the null pointer, whereas in the second case it results in a crash due to the assertion failure. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, and TensorFlow 2.6.3, as these are also affected and still in supported range.
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2022-23570
reference_id
reference_type
scores
0
value 0.00509
scoring_system epss
scoring_elements 0.66643
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2022-23570
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-79.yaml
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-79.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-134.yaml
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-134.yaml
3
reference_url https://github.com/tensorflow/tensorflow
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
4
reference_url https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/framework/full_type_util.cc#L104-L106
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
3
value Track
scoring_system ssvc
scoring_elements SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:49:57Z/
url https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/framework/full_type_util.cc#L104-L106
5
reference_url https://github.com/tensorflow/tensorflow/commit/8a513cec4bec15961fbfdedcaa5376522980455c
reference_id
reference_type
scores
0
value 6.5
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
1
value 7.1
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
3
value Track
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risk_score 3.1
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url VCID-ww95-y388-3ben
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is_vulnerable false
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aliases CVE-2022-29196, GHSA-5v77-j66x-4c4g
risk_score 3.1
exploitability 0.5
weighted_severity 6.2
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-ww95-y388-3ben
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url VCID-x2t2-4sa6-qygs
vulnerability_id VCID-x2t2-4sa6-qygs
summary Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a TFLite model that would cause a write outside of bounds of an array in TFLite. In fact, the attacker can override the linked list used by the memory allocator. This can be leveraged for an arbitrary write primitive under certain conditions. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
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7
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resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-23561, CVE-2022-23561, GHSA-9c78-vcq7-7vxq, PYSEC-2022-125, PYSEC-2022-70
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-x2t2-4sa6-qygs
73
url VCID-x5x3-2cyz-xbhe
vulnerability_id VCID-x5x3-2cyz-xbhe
summary Tensorflow is an Open Source Machine Learning Framework. If a graph node is invalid, TensorFlow can leak memory in the implementation of `ImmutableExecutorState::Initialize`. Here, we set `item->kernel` to `nullptr` but it is a simple `OpKernel*` pointer so the memory that was previously allocated to it would leak. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
references
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1
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is_vulnerable false
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resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases BIT-tensorflow-2022-23578, CVE-2022-23578, GHSA-8r7c-3cm2-3h8f, PYSEC-2022-142, PYSEC-2022-87
risk_score 3.1
exploitability 0.5
weighted_severity 6.2
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-x5x3-2cyz-xbhe
74
url VCID-xn72-z6kg-q7bp
vulnerability_id VCID-xn72-z6kg-q7bp
summary
Integer Overflow or Wraparound in TensorFlow
### Impact
The Grappler component of TensorFlow is vulnerable to a denial of service via `CHECK`-failure  in constant folding  for ;
    // ...
  }
```
  
The `output_prop` tensor has a shape that is controlled by user input and this can result in triggering one of the `CHECK`s in the `PartialTensorShape` constructor. This is an instance of TFSA-2021-198 .

### Patches
We have patched the issue in GitHub commit be7b286d40bc68cb0b56f702186cc4837d508058 fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.

### For more information
Please consult [our security guide] for more information regarding the security model and how to contact us with issues and questions.
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is_vulnerable false
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resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases GHSA-wcv5-vrvr-3rx2, GMS-2022-50, GMS-2022-53, GMS-2022-56
risk_score 3.1
exploitability 0.5
weighted_severity 6.2
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-xn72-z6kg-q7bp
75
url VCID-y8ed-ynrx-37af
vulnerability_id VCID-y8ed-ynrx-37af
summary
Improper Validation of Integrity Check Value in TensorFlow
The implementation of `tf.sparse.split` does not fully validate the input arguments.
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reference_url https://github.com/tensorflow/tensorflow
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resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.1
aliases GHSA-43q8-3fv7-pr5x, GMS-2022-48, GMS-2022-51, GMS-2022-54
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
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76
url VCID-yvag-32h1-yfc5
vulnerability_id VCID-yvag-32h1-yfc5
summary Tensorflow is an Open Source Machine Learning Framework. The implementation of `SparseCountSparseOutput` is vulnerable to a heap overflow. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
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aliases BIT-tensorflow-2022-21740, CVE-2022-21740, GHSA-44qp-9wwf-734r, PYSEC-2022-119, PYSEC-2022-64
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
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77
url VCID-yvef-kyv2-qbea
vulnerability_id VCID-yvef-kyv2-qbea
summary
NULL Pointer Dereference and Access of Uninitialized Pointer in TensorFlow
### Impact 
The code for boosted trees in TensorFlow is still missing validation. This allows malicious users to read and write outside of bounds of heap allocated data as well as trigger denial of service (via dereferencing `nullptr`s or via `CHECK`-failures).

This follows after CVE-2021-41208 where these APIs were still vulnerable to multiple security issues.

**Note**: Given that the boosted trees implementation in TensorFlow is unmaintained, it is recommend to no longer use these APIs.  Instead, please use the downstream [TensorFlow Decision Forests] project which is newer and supports more features. 
  
These APIs are now deprecated in TensorFlow 2.8. We will remove TensorFlow's boosted trees APIs in subsequent releases.
  
### Patches
We have patched the known issues in multiple GitHub commits.
  
The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.

This should allow users to use existing boosted trees APIs for a while until they migrate to TensorFlow Decision Forests while guaranteeing that known vulnerabilities are fixed.

### For more information
Please consult our security guide for more information regarding the security model and how to contact us with issues and questions.

### Attribution
These vulnerabilities have been reported by Yu Tian of Qihoo 360 AIVul Team and Faysal Hossain Shezan from University of Virginia. Some of the issues have been discovered internally after a careful audit of the APIs.
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exploitability 0.5
weighted_severity 8.0
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vulnerability_id VCID-2hqc-3d51-4yf5
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affected_by_vulnerabilities
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vulnerability VCID-vnn5-y8ez-rub9
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vulnerability VCID-vpyd-he5n-b3a4
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vulnerability VCID-vqxg-mnz4-13cg
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vulnerability VCID-wfh9-ew6v-nyhy
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vulnerability VCID-ww95-y388-3ben
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vulnerability VCID-x2t2-4sa6-qygs
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vulnerability VCID-x5x3-2cyz-xbhe
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vulnerability VCID-xn72-z6kg-q7bp
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vulnerability VCID-y8ed-ynrx-37af
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vulnerability VCID-yvag-32h1-yfc5
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vulnerability VCID-yvef-kyv2-qbea
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vulnerability VCID-yx57-74vr-rfes
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aliases BIT-tensorflow-2021-41198, CVE-2021-41198, GHSA-2p25-55c9-h58q, PYSEC-2021-391, PYSEC-2021-608, PYSEC-2021-806
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
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resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.4.4
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url pkg:pypi/tensorflow@2.6.1
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resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.6.1
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url pkg:pypi/tensorflow@2.7.0
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vulnerability VCID-11qd-d7c7-sbdm
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vulnerability VCID-145d-k5w3-tfgz
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vulnerability VCID-15nt-6tff-k7gb
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vulnerability VCID-1ah5-hm7a-ykep
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vulnerability VCID-8zqb-tqfq-7ud7
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vulnerability VCID-97cs-4kx3-37gm
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vulnerability VCID-b4hf-5gqs-yfbw
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vulnerability VCID-bn6z-c98v-n7bf
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vulnerability VCID-ccv1-pgda-r7ba
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vulnerability VCID-cwvm-wntu-tfck
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vulnerability VCID-d1hw-1fdb-kfhq
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vulnerability VCID-d3dc-su6w-s3ag
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vulnerability VCID-egc6-6pwr-fyej
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vulnerability VCID-en5f-xtha-cyhp
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vulnerability VCID-ev23-kazv-nkas
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vulnerability VCID-ev84-gxjn-6bf1
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vulnerability VCID-exym-4mq2-rkbj
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vulnerability VCID-eyqx-7k24-zfhq
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vulnerability VCID-f25m-udat-n3fd
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vulnerability VCID-f3cx-k63z-7qde
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vulnerability VCID-fggx-3rzd-8kf5
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vulnerability VCID-g5zp-g143-a3hk
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vulnerability VCID-g7ud-1f9c-u7bn
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vulnerability VCID-g8er-52ns-j7b1
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vulnerability VCID-g8ts-ghhv-33e3
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vulnerability VCID-gg98-zkw8-5ben
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vulnerability VCID-gh9u-ufcn-6khx
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vulnerability VCID-hujj-6vv2-u3c2
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vulnerability VCID-jdud-ufqp-4yg5
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vulnerability VCID-jg5r-hv3s-kuh3
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vulnerability VCID-k3rw-xwzv-1uer
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vulnerability VCID-ky4u-eny7-33fy
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vulnerability VCID-m4na-tgrp-d7fk
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vulnerability VCID-mtqg-yga8-eqeu
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vulnerability VCID-mzvs-ne4v-4qh7
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vulnerability VCID-n62z-1akp-ebck
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vulnerability VCID-ngkq-s26c-qkfj
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vulnerability VCID-pe9p-a7nn-8bhj
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vulnerability VCID-q4zv-syab-bbh8
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vulnerability VCID-qgr6-bqrc-puhs
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vulnerability VCID-qxqd-f1bw-y7h4
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vulnerability VCID-rgug-8jmj-e7hw
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vulnerability VCID-rsau-jvcr-uudd
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vulnerability VCID-s3fs-8v2b-zqem
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vulnerability VCID-sbpr-dnvt-x7eu
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vulnerability VCID-tru4-6hk6-yydu
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vulnerability VCID-ugta-nt2s-27fk
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vulnerability VCID-v2nf-1526-nkbp
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vulnerability VCID-vfgz-fss4-wbgu
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vulnerability VCID-vgv7-xc3c-1fb3
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vulnerability VCID-vnn5-y8ez-rub9
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vulnerability VCID-vpyd-he5n-b3a4
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vulnerability VCID-vqxg-mnz4-13cg
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vulnerability VCID-wfh9-ew6v-nyhy
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vulnerability VCID-ww95-y388-3ben
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vulnerability VCID-x2t2-4sa6-qygs
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vulnerability VCID-x5x3-2cyz-xbhe
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vulnerability VCID-xn72-z6kg-q7bp
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vulnerability VCID-y8ed-ynrx-37af
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vulnerability VCID-yvag-32h1-yfc5
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vulnerability VCID-yvef-kyv2-qbea
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vulnerability VCID-yx57-74vr-rfes
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.0
aliases BIT-tensorflow-2021-41209, CVE-2021-41209, GHSA-6hpv-v2rx-c5g6, PYSEC-2021-401, PYSEC-2021-618, PYSEC-2021-816
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-5d73-819a-xbeg
4
url VCID-5ty2-z944-mbht
vulnerability_id VCID-5ty2-z944-mbht
summary multiple issues
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2021-41214
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scores
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value 0.00018
scoring_system epss
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url https://api.first.org/data/v1/epss?cve=CVE-2021-41214
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-623.yaml
reference_id
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scoring_system generic_textual
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reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-821.yaml
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reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-406.yaml
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reference_url https://github.com/tensorflow/tensorflow/commit/fa6b7782fbb14aa08d767bc799c531f5e1fb3bb8
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reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-vwhq-49r4-gj9v
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reference_url https://security.archlinux.org/AVG-2529
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reference_url https://nvd.nist.gov/vuln/detail/CVE-2021-41214
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reference_url https://github.com/advisories/GHSA-vwhq-49r4-gj9v
reference_id GHSA-vwhq-49r4-gj9v
reference_type
scores
url https://github.com/advisories/GHSA-vwhq-49r4-gj9v
fixed_packages
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url pkg:pypi/tensorflow@2.4.4
purl pkg:pypi/tensorflow@2.4.4
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.4.4
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url pkg:pypi/tensorflow@2.5.2
purl pkg:pypi/tensorflow@2.5.2
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.5.2
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url pkg:pypi/tensorflow@2.6.1
purl pkg:pypi/tensorflow@2.6.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.6.1
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url pkg:pypi/tensorflow@2.7.0
purl pkg:pypi/tensorflow@2.7.0
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affected_by_vulnerabilities
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vulnerability VCID-11qd-d7c7-sbdm
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vulnerability VCID-145d-k5w3-tfgz
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vulnerability VCID-15nt-6tff-k7gb
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vulnerability VCID-1ah5-hm7a-ykep
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vulnerability VCID-1hbp-9n5x-tyda
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vulnerability VCID-2tx7-szke-f7d8
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vulnerability VCID-39ck-bm9t-kqhs
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vulnerability VCID-3czq-3twf-skcg
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vulnerability VCID-3g5a-5csn-h3d9
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vulnerability VCID-41ax-nrcf-yygf
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vulnerability VCID-466y-e26r-rka4
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vulnerability VCID-4fcy-hbcs-cuan
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vulnerability VCID-62er-23uz-6qgu
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vulnerability VCID-6888-uhtp-8ub6
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vulnerability VCID-7uu3-mfan-4ue5
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vulnerability VCID-97cs-4kx3-37gm
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vulnerability VCID-bn6z-c98v-n7bf
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vulnerability VCID-cwvm-wntu-tfck
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vulnerability VCID-d1hw-1fdb-kfhq
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vulnerability VCID-d3dc-su6w-s3ag
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vulnerability VCID-egc6-6pwr-fyej
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vulnerability VCID-en5f-xtha-cyhp
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vulnerability VCID-ev23-kazv-nkas
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vulnerability VCID-ev84-gxjn-6bf1
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vulnerability VCID-exym-4mq2-rkbj
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vulnerability VCID-eyqx-7k24-zfhq
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vulnerability VCID-f25m-udat-n3fd
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vulnerability VCID-f3cx-k63z-7qde
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vulnerability VCID-fggx-3rzd-8kf5
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vulnerability VCID-g5zp-g143-a3hk
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vulnerability VCID-g7ud-1f9c-u7bn
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vulnerability VCID-g8er-52ns-j7b1
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vulnerability VCID-g8ts-ghhv-33e3
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vulnerability VCID-gg98-zkw8-5ben
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vulnerability VCID-gh9u-ufcn-6khx
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vulnerability VCID-hujj-6vv2-u3c2
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vulnerability VCID-jdud-ufqp-4yg5
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vulnerability VCID-jg5r-hv3s-kuh3
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vulnerability VCID-k3rw-xwzv-1uer
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vulnerability VCID-ky4u-eny7-33fy
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vulnerability VCID-m4na-tgrp-d7fk
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vulnerability VCID-mtqg-yga8-eqeu
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vulnerability VCID-mzvs-ne4v-4qh7
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vulnerability VCID-n62z-1akp-ebck
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vulnerability VCID-ngkq-s26c-qkfj
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vulnerability VCID-pe9p-a7nn-8bhj
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vulnerability VCID-q4zv-syab-bbh8
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vulnerability VCID-qgr6-bqrc-puhs
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vulnerability VCID-qxqd-f1bw-y7h4
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vulnerability VCID-rgug-8jmj-e7hw
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vulnerability VCID-rsau-jvcr-uudd
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vulnerability VCID-s3fs-8v2b-zqem
61
vulnerability VCID-sbpr-dnvt-x7eu
62
vulnerability VCID-tru4-6hk6-yydu
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vulnerability VCID-ugta-nt2s-27fk
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vulnerability VCID-v2nf-1526-nkbp
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vulnerability VCID-vfgz-fss4-wbgu
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vulnerability VCID-vgv7-xc3c-1fb3
67
vulnerability VCID-vnn5-y8ez-rub9
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vulnerability VCID-vpyd-he5n-b3a4
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vulnerability VCID-vqxg-mnz4-13cg
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vulnerability VCID-wfh9-ew6v-nyhy
71
vulnerability VCID-ww95-y388-3ben
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vulnerability VCID-x2t2-4sa6-qygs
73
vulnerability VCID-x5x3-2cyz-xbhe
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vulnerability VCID-xn72-z6kg-q7bp
75
vulnerability VCID-y8ed-ynrx-37af
76
vulnerability VCID-yvag-32h1-yfc5
77
vulnerability VCID-yvef-kyv2-qbea
78
vulnerability VCID-yx57-74vr-rfes
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.0
aliases BIT-tensorflow-2021-41214, CVE-2021-41214, GHSA-vwhq-49r4-gj9v, PYSEC-2021-406, PYSEC-2021-623, PYSEC-2021-821
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-5ty2-z944-mbht
5
url VCID-5xgg-h9wh-3uh7
vulnerability_id VCID-5xgg-h9wh-3uh7
summary multiple issues
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2021-41226
reference_id
reference_type
scores
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value 0.00018
scoring_system epss
scoring_elements 0.05281
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2021-41226
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-635.yaml
reference_id
reference_type
scores
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value 7.1
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:H
1
value 6.9
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:N/VA:H/SC:N/SI:N/SA:N
2
value MODERATE
scoring_system generic_textual
scoring_elements
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vulnerability VCID-yx57-74vr-rfes
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.0
aliases BIT-tensorflow-2021-41223, CVE-2021-41223, GHSA-f54p-f6jp-4rhr, PYSEC-2021-415, PYSEC-2021-632, PYSEC-2021-830
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-688g-g33x-67g9
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url VCID-9dhc-1f13-5qht
vulnerability_id VCID-9dhc-1f13-5qht
summary multiple issues
references
0
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value 0.00019
scoring_system epss
scoring_elements 0.05669
published_at 2026-05-30T12:55:00Z
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reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-628.yaml
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scoring_system generic_textual
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reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-826.yaml
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purl pkg:pypi/tensorflow@2.4.4
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.4.4
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url pkg:pypi/tensorflow@2.5.2
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is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.5.2
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url pkg:pypi/tensorflow@2.6.1
purl pkg:pypi/tensorflow@2.6.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.6.1
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url pkg:pypi/tensorflow@2.7.0
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vulnerability VCID-11qd-d7c7-sbdm
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vulnerability VCID-145d-k5w3-tfgz
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vulnerability VCID-tru4-6hk6-yydu
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vulnerability VCID-vfgz-fss4-wbgu
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vulnerability VCID-vnn5-y8ez-rub9
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vulnerability VCID-vpyd-he5n-b3a4
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vulnerability VCID-vqxg-mnz4-13cg
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vulnerability VCID-wfh9-ew6v-nyhy
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vulnerability VCID-ww95-y388-3ben
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vulnerability VCID-x2t2-4sa6-qygs
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vulnerability VCID-x5x3-2cyz-xbhe
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vulnerability VCID-xn72-z6kg-q7bp
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vulnerability VCID-y8ed-ynrx-37af
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vulnerability VCID-yvag-32h1-yfc5
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vulnerability VCID-yvef-kyv2-qbea
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vulnerability VCID-yx57-74vr-rfes
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.0
aliases BIT-tensorflow-2021-41219, CVE-2021-41219, GHSA-4f99-p9c2-3j8x, PYSEC-2021-411, PYSEC-2021-628, PYSEC-2021-826
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-9dhc-1f13-5qht
8
url VCID-9gde-ga9q-pqb4
vulnerability_id VCID-9gde-ga9q-pqb4
summary multiple issues
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2021-41207
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scores
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value 0.00017
scoring_system epss
scoring_elements 0.04734
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2021-41207
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reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-616.yaml
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value 6.8
scoring_system cvssv4
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value MODERATE
scoring_system generic_textual
scoring_elements
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2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-814.yaml
reference_id
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reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-399.yaml
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reference_url https://github.com/tensorflow/tensorflow/blob/8d72537c6abf5a44103b57b9c2e22c14f5f49698/tensorflow/core/kernels/inplace_ops.cc#L72-L97
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vulnerability VCID-yvef-kyv2-qbea
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vulnerability VCID-yx57-74vr-rfes
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aliases BIT-tensorflow-2021-41207, CVE-2021-41207, GHSA-7v94-64hj-m82h, PYSEC-2021-399, PYSEC-2021-616, PYSEC-2021-814
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exploitability 0.5
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exploitability 0.5
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vulnerability VCID-9arh-a8wj-wka6
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vulnerability VCID-yvef-kyv2-qbea
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vulnerability VCID-yx57-74vr-rfes
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.0
aliases BIT-tensorflow-2021-41199, CVE-2021-41199, GHSA-5hx2-qx8j-qjqm, PYSEC-2021-392, PYSEC-2021-609, PYSEC-2021-807
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exploitability 0.5
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resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-aad5-dg9x-53cz
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vulnerability_id VCID-b8sr-erwh-5yh8
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vulnerability VCID-egc6-6pwr-fyej
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vulnerability VCID-ev23-kazv-nkas
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vulnerability VCID-rsau-jvcr-uudd
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vulnerability VCID-sbpr-dnvt-x7eu
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vulnerability VCID-ugta-nt2s-27fk
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vulnerability VCID-vfgz-fss4-wbgu
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vulnerability VCID-vnn5-y8ez-rub9
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vulnerability VCID-vqxg-mnz4-13cg
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vulnerability VCID-wfh9-ew6v-nyhy
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vulnerability VCID-yvef-kyv2-qbea
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vulnerability VCID-yx57-74vr-rfes
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.0
aliases BIT-tensorflow-2021-41228, CVE-2021-41228, GHSA-3rcw-9p9x-582v, PYSEC-2021-420, PYSEC-2021-637, PYSEC-2021-835
risk_score 4.0
exploitability 0.5
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resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-b8sr-erwh-5yh8
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affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.4.4
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affected_by_vulnerabilities
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vulnerability VCID-11qd-d7c7-sbdm
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vulnerability VCID-145d-k5w3-tfgz
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vulnerability VCID-15nt-6tff-k7gb
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vulnerability VCID-1ah5-hm7a-ykep
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vulnerability VCID-egc6-6pwr-fyej
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vulnerability VCID-ev23-kazv-nkas
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vulnerability VCID-exym-4mq2-rkbj
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vulnerability VCID-eyqx-7k24-zfhq
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vulnerability VCID-f3cx-k63z-7qde
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vulnerability VCID-rgug-8jmj-e7hw
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vulnerability VCID-rsau-jvcr-uudd
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vulnerability VCID-s3fs-8v2b-zqem
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vulnerability VCID-sbpr-dnvt-x7eu
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vulnerability VCID-ugta-nt2s-27fk
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vulnerability VCID-vfgz-fss4-wbgu
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vulnerability VCID-vgv7-xc3c-1fb3
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vulnerability VCID-vnn5-y8ez-rub9
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vulnerability VCID-vpyd-he5n-b3a4
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vulnerability VCID-vqxg-mnz4-13cg
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vulnerability VCID-wfh9-ew6v-nyhy
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vulnerability VCID-ww95-y388-3ben
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vulnerability VCID-y8ed-ynrx-37af
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vulnerability VCID-yvag-32h1-yfc5
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vulnerability VCID-yvef-kyv2-qbea
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vulnerability VCID-yx57-74vr-rfes
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.0
aliases BIT-tensorflow-2021-41227, CVE-2021-41227, GHSA-j8c8-67vp-6mx7, PYSEC-2021-419, PYSEC-2021-636, PYSEC-2021-834
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-bm3u-2ych-eqac
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url VCID-cu5c-pmqv-xkdz
vulnerability_id VCID-cu5c-pmqv-xkdz
summary multiple issues
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2021-41200
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value 0.00049
scoring_system epss
scoring_elements 0.15532
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url https://api.first.org/data/v1/epss?cve=CVE-2021-41200
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reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-610.yaml
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scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
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scoring_system cvssv4
scoring_elements CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
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url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-610.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-808.yaml
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scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
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scoring_elements CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
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scoring_elements CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N
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scoring_system archlinux
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url https://security.archlinux.org/AVG-2529
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reference_url https://nvd.nist.gov/vuln/detail/CVE-2021-41200
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url pkg:pypi/tensorflow@2.4.4
purl pkg:pypi/tensorflow@2.4.4
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affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.4.4
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url pkg:pypi/tensorflow@2.5.2
purl pkg:pypi/tensorflow@2.5.2
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affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.5.2
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url pkg:pypi/tensorflow@2.6.1
purl pkg:pypi/tensorflow@2.6.1
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affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.6.1
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url pkg:pypi/tensorflow@2.7.0
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0
vulnerability VCID-11qd-d7c7-sbdm
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vulnerability VCID-145d-k5w3-tfgz
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vulnerability VCID-15nt-6tff-k7gb
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vulnerability VCID-1ah5-hm7a-ykep
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vulnerability VCID-1hbp-9n5x-tyda
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vulnerability VCID-2tx7-szke-f7d8
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vulnerability VCID-39ck-bm9t-kqhs
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vulnerability VCID-3czq-3twf-skcg
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vulnerability VCID-3g5a-5csn-h3d9
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vulnerability VCID-41ax-nrcf-yygf
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vulnerability VCID-466y-e26r-rka4
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vulnerability VCID-4fcy-hbcs-cuan
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vulnerability VCID-62er-23uz-6qgu
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vulnerability VCID-6888-uhtp-8ub6
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vulnerability VCID-6gnj-az99-h7b4
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vulnerability VCID-7uu3-mfan-4ue5
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vulnerability VCID-83pe-ztey-dbf4
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vulnerability VCID-8zqb-tqfq-7ud7
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vulnerability VCID-97cs-4kx3-37gm
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vulnerability VCID-9arh-a8wj-wka6
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vulnerability VCID-akmu-fas1-33h6
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vulnerability VCID-axj7-aq9m-rqdu
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vulnerability VCID-b4hf-5gqs-yfbw
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vulnerability VCID-bn6z-c98v-n7bf
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vulnerability VCID-ccv1-pgda-r7ba
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vulnerability VCID-cwvm-wntu-tfck
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vulnerability VCID-d1hw-1fdb-kfhq
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vulnerability VCID-d3dc-su6w-s3ag
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vulnerability VCID-egc6-6pwr-fyej
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vulnerability VCID-en5f-xtha-cyhp
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vulnerability VCID-ev23-kazv-nkas
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vulnerability VCID-ev84-gxjn-6bf1
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vulnerability VCID-exym-4mq2-rkbj
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vulnerability VCID-eyqx-7k24-zfhq
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vulnerability VCID-f25m-udat-n3fd
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vulnerability VCID-f3cx-k63z-7qde
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vulnerability VCID-fggx-3rzd-8kf5
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vulnerability VCID-g5zp-g143-a3hk
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vulnerability VCID-g8er-52ns-j7b1
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vulnerability VCID-g8ts-ghhv-33e3
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vulnerability VCID-gg98-zkw8-5ben
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vulnerability VCID-gh9u-ufcn-6khx
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vulnerability VCID-k3rw-xwzv-1uer
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vulnerability VCID-ky4u-eny7-33fy
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vulnerability VCID-m4na-tgrp-d7fk
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vulnerability VCID-mzvs-ne4v-4qh7
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vulnerability VCID-n62z-1akp-ebck
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vulnerability VCID-ngkq-s26c-qkfj
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vulnerability VCID-qgr6-bqrc-puhs
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vulnerability VCID-qxqd-f1bw-y7h4
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vulnerability VCID-rgug-8jmj-e7hw
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vulnerability VCID-rsau-jvcr-uudd
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vulnerability VCID-s3fs-8v2b-zqem
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vulnerability VCID-sbpr-dnvt-x7eu
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vulnerability VCID-tru4-6hk6-yydu
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vulnerability VCID-ugta-nt2s-27fk
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vulnerability VCID-v2nf-1526-nkbp
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vulnerability VCID-vfgz-fss4-wbgu
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vulnerability VCID-vgv7-xc3c-1fb3
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vulnerability VCID-vnn5-y8ez-rub9
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vulnerability VCID-vpyd-he5n-b3a4
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vulnerability VCID-vqxg-mnz4-13cg
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vulnerability VCID-wfh9-ew6v-nyhy
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vulnerability VCID-ww95-y388-3ben
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vulnerability VCID-x2t2-4sa6-qygs
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vulnerability VCID-x5x3-2cyz-xbhe
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vulnerability VCID-xn72-z6kg-q7bp
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vulnerability VCID-y8ed-ynrx-37af
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vulnerability VCID-yvag-32h1-yfc5
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vulnerability VCID-yvef-kyv2-qbea
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vulnerability VCID-yx57-74vr-rfes
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.0
aliases BIT-tensorflow-2021-41200, CVE-2021-41200, GHSA-gh8h-7j2j-qv4f, PYSEC-2021-393, PYSEC-2021-610, PYSEC-2021-808
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-cu5c-pmqv-xkdz
14
url VCID-dj7v-yppg-ckdp
vulnerability_id VCID-dj7v-yppg-ckdp
summary multiple issues
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2021-41211
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scores
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value 0.00019
scoring_system epss
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url https://api.first.org/data/v1/epss?cve=CVE-2021-41211
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reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-620.yaml
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scoring_system generic_textual
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reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-818.yaml
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reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-403.yaml
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reference_url https://github.com/tensorflow/tensorflow/commit/a0d64445116c43cf46a5666bd4eee28e7a82f244
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reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-cvgx-3v3q-m36c
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is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.6.1
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url pkg:pypi/tensorflow@2.7.0
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vulnerability VCID-11qd-d7c7-sbdm
1
vulnerability VCID-145d-k5w3-tfgz
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vulnerability VCID-15nt-6tff-k7gb
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vulnerability VCID-1ah5-hm7a-ykep
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vulnerability VCID-1hbp-9n5x-tyda
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vulnerability VCID-3g5a-5csn-h3d9
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vulnerability VCID-466y-e26r-rka4
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vulnerability VCID-62er-23uz-6qgu
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vulnerability VCID-6gnj-az99-h7b4
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vulnerability VCID-7uu3-mfan-4ue5
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vulnerability VCID-83pe-ztey-dbf4
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vulnerability VCID-8zqb-tqfq-7ud7
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vulnerability VCID-97cs-4kx3-37gm
20
vulnerability VCID-9arh-a8wj-wka6
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vulnerability VCID-akmu-fas1-33h6
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vulnerability VCID-axj7-aq9m-rqdu
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vulnerability VCID-b4hf-5gqs-yfbw
24
vulnerability VCID-bn6z-c98v-n7bf
25
vulnerability VCID-ccv1-pgda-r7ba
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vulnerability VCID-cwvm-wntu-tfck
27
vulnerability VCID-d1hw-1fdb-kfhq
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vulnerability VCID-d3dc-su6w-s3ag
29
vulnerability VCID-egc6-6pwr-fyej
30
vulnerability VCID-en5f-xtha-cyhp
31
vulnerability VCID-ev23-kazv-nkas
32
vulnerability VCID-ev84-gxjn-6bf1
33
vulnerability VCID-exym-4mq2-rkbj
34
vulnerability VCID-eyqx-7k24-zfhq
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vulnerability VCID-f25m-udat-n3fd
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vulnerability VCID-f3cx-k63z-7qde
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vulnerability VCID-fggx-3rzd-8kf5
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vulnerability VCID-g5zp-g143-a3hk
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vulnerability VCID-g7ud-1f9c-u7bn
40
vulnerability VCID-g8er-52ns-j7b1
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vulnerability VCID-g8ts-ghhv-33e3
42
vulnerability VCID-gg98-zkw8-5ben
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vulnerability VCID-gh9u-ufcn-6khx
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vulnerability VCID-hujj-6vv2-u3c2
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vulnerability VCID-jdud-ufqp-4yg5
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vulnerability VCID-jg5r-hv3s-kuh3
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vulnerability VCID-k3rw-xwzv-1uer
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vulnerability VCID-ky4u-eny7-33fy
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vulnerability VCID-m4na-tgrp-d7fk
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vulnerability VCID-mtqg-yga8-eqeu
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vulnerability VCID-mzvs-ne4v-4qh7
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vulnerability VCID-n62z-1akp-ebck
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vulnerability VCID-ngkq-s26c-qkfj
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vulnerability VCID-pe9p-a7nn-8bhj
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vulnerability VCID-q4zv-syab-bbh8
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vulnerability VCID-qgr6-bqrc-puhs
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vulnerability VCID-qxqd-f1bw-y7h4
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vulnerability VCID-rgug-8jmj-e7hw
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vulnerability VCID-rsau-jvcr-uudd
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vulnerability VCID-s3fs-8v2b-zqem
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vulnerability VCID-sbpr-dnvt-x7eu
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vulnerability VCID-tru4-6hk6-yydu
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vulnerability VCID-ugta-nt2s-27fk
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vulnerability VCID-v2nf-1526-nkbp
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vulnerability VCID-vfgz-fss4-wbgu
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vulnerability VCID-vgv7-xc3c-1fb3
67
vulnerability VCID-vnn5-y8ez-rub9
68
vulnerability VCID-vpyd-he5n-b3a4
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vulnerability VCID-vqxg-mnz4-13cg
70
vulnerability VCID-wfh9-ew6v-nyhy
71
vulnerability VCID-ww95-y388-3ben
72
vulnerability VCID-x2t2-4sa6-qygs
73
vulnerability VCID-x5x3-2cyz-xbhe
74
vulnerability VCID-xn72-z6kg-q7bp
75
vulnerability VCID-y8ed-ynrx-37af
76
vulnerability VCID-yvag-32h1-yfc5
77
vulnerability VCID-yvef-kyv2-qbea
78
vulnerability VCID-yx57-74vr-rfes
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.0
aliases BIT-tensorflow-2021-41211, CVE-2021-41211, GHSA-cvgx-3v3q-m36c, PYSEC-2021-403, PYSEC-2021-620, PYSEC-2021-818
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-dj7v-yppg-ckdp
15
url VCID-exm3-hpp6-g7hg
vulnerability_id VCID-exm3-hpp6-g7hg
summary multiple issues
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2021-41205
reference_id
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scores
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value 0.00019
scoring_system epss
scoring_elements 0.05349
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2021-41205
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-615.yaml
reference_id
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scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:H
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value 6.9
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:N/VA:H/SC:N/SI:N/SA:N
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value MODERATE
scoring_system generic_textual
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2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-813.yaml
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value MODERATE
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3
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value MODERATE
scoring_system generic_textual
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4
reference_url https://github.com/tensorflow/tensorflow
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scoring_elements CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:N/VA:H/SC:N/SI:N/SA:N
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5
reference_url https://github.com/tensorflow/tensorflow/commit/7cf73a2274732c9d82af51c2bc2cf90d13cd7e6d
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1
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scoring_elements CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:N/VA:H/SC:N/SI:N/SA:N
2
value MODERATE
scoring_system generic_textual
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url https://github.com/tensorflow/tensorflow/commit/7cf73a2274732c9d82af51c2bc2cf90d13cd7e6d
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reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-49rx-x2rw-pc6f
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reference_url https://security.archlinux.org/AVG-2529
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scoring_system archlinux
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reference_url https://nvd.nist.gov/vuln/detail/CVE-2021-41205
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scoring_elements CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:N/VA:H/SC:N/SI:N/SA:N
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value MODERATE
scoring_system generic_textual
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url https://nvd.nist.gov/vuln/detail/CVE-2021-41205
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reference_url https://github.com/advisories/GHSA-49rx-x2rw-pc6f
reference_id GHSA-49rx-x2rw-pc6f
reference_type
scores
url https://github.com/advisories/GHSA-49rx-x2rw-pc6f
fixed_packages
0
url pkg:pypi/tensorflow@2.4.4
purl pkg:pypi/tensorflow@2.4.4
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.4.4
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url pkg:pypi/tensorflow@2.5.2
purl pkg:pypi/tensorflow@2.5.2
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.5.2
2
url pkg:pypi/tensorflow@2.6.1
purl pkg:pypi/tensorflow@2.6.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.6.1
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url pkg:pypi/tensorflow@2.7.0
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affected_by_vulnerabilities
0
vulnerability VCID-11qd-d7c7-sbdm
1
vulnerability VCID-145d-k5w3-tfgz
2
vulnerability VCID-15nt-6tff-k7gb
3
vulnerability VCID-1ah5-hm7a-ykep
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vulnerability VCID-1hbp-9n5x-tyda
5
vulnerability VCID-2tx7-szke-f7d8
6
vulnerability VCID-39ck-bm9t-kqhs
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vulnerability VCID-3czq-3twf-skcg
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vulnerability VCID-3g5a-5csn-h3d9
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vulnerability VCID-41ax-nrcf-yygf
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vulnerability VCID-466y-e26r-rka4
11
vulnerability VCID-4fcy-hbcs-cuan
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vulnerability VCID-5tpp-sf62-zycs
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vulnerability VCID-62er-23uz-6qgu
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vulnerability VCID-6888-uhtp-8ub6
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vulnerability VCID-6gnj-az99-h7b4
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vulnerability VCID-7uu3-mfan-4ue5
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vulnerability VCID-83pe-ztey-dbf4
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vulnerability VCID-8zqb-tqfq-7ud7
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vulnerability VCID-97cs-4kx3-37gm
20
vulnerability VCID-9arh-a8wj-wka6
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vulnerability VCID-akmu-fas1-33h6
22
vulnerability VCID-axj7-aq9m-rqdu
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vulnerability VCID-b4hf-5gqs-yfbw
24
vulnerability VCID-bn6z-c98v-n7bf
25
vulnerability VCID-ccv1-pgda-r7ba
26
vulnerability VCID-cwvm-wntu-tfck
27
vulnerability VCID-d1hw-1fdb-kfhq
28
vulnerability VCID-d3dc-su6w-s3ag
29
vulnerability VCID-egc6-6pwr-fyej
30
vulnerability VCID-en5f-xtha-cyhp
31
vulnerability VCID-ev23-kazv-nkas
32
vulnerability VCID-ev84-gxjn-6bf1
33
vulnerability VCID-exym-4mq2-rkbj
34
vulnerability VCID-eyqx-7k24-zfhq
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vulnerability VCID-f25m-udat-n3fd
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vulnerability VCID-f3cx-k63z-7qde
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vulnerability VCID-fggx-3rzd-8kf5
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vulnerability VCID-g5zp-g143-a3hk
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vulnerability VCID-g7ud-1f9c-u7bn
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vulnerability VCID-g8er-52ns-j7b1
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vulnerability VCID-g8ts-ghhv-33e3
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vulnerability VCID-gg98-zkw8-5ben
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vulnerability VCID-gh9u-ufcn-6khx
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vulnerability VCID-hujj-6vv2-u3c2
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vulnerability VCID-jdud-ufqp-4yg5
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vulnerability VCID-jg5r-hv3s-kuh3
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vulnerability VCID-k3rw-xwzv-1uer
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vulnerability VCID-ky4u-eny7-33fy
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vulnerability VCID-m4na-tgrp-d7fk
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vulnerability VCID-mtqg-yga8-eqeu
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vulnerability VCID-mzvs-ne4v-4qh7
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vulnerability VCID-n62z-1akp-ebck
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vulnerability VCID-ngkq-s26c-qkfj
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vulnerability VCID-pe9p-a7nn-8bhj
55
vulnerability VCID-q4zv-syab-bbh8
56
vulnerability VCID-qgr6-bqrc-puhs
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vulnerability VCID-qxqd-f1bw-y7h4
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vulnerability VCID-rgug-8jmj-e7hw
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vulnerability VCID-rsau-jvcr-uudd
60
vulnerability VCID-s3fs-8v2b-zqem
61
vulnerability VCID-sbpr-dnvt-x7eu
62
vulnerability VCID-tru4-6hk6-yydu
63
vulnerability VCID-ugta-nt2s-27fk
64
vulnerability VCID-v2nf-1526-nkbp
65
vulnerability VCID-vfgz-fss4-wbgu
66
vulnerability VCID-vgv7-xc3c-1fb3
67
vulnerability VCID-vnn5-y8ez-rub9
68
vulnerability VCID-vpyd-he5n-b3a4
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vulnerability VCID-vqxg-mnz4-13cg
70
vulnerability VCID-wfh9-ew6v-nyhy
71
vulnerability VCID-ww95-y388-3ben
72
vulnerability VCID-x2t2-4sa6-qygs
73
vulnerability VCID-x5x3-2cyz-xbhe
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vulnerability VCID-xn72-z6kg-q7bp
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vulnerability VCID-y8ed-ynrx-37af
76
vulnerability VCID-yvag-32h1-yfc5
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vulnerability VCID-yvef-kyv2-qbea
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vulnerability VCID-yx57-74vr-rfes
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.0
aliases BIT-tensorflow-2021-41205, CVE-2021-41205, GHSA-49rx-x2rw-pc6f, PYSEC-2021-398, PYSEC-2021-615, PYSEC-2021-813
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-exm3-hpp6-g7hg
16
url VCID-fa9v-1a1j-5ydf
vulnerability_id VCID-fa9v-1a1j-5ydf
summary multiple issues
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2021-41220
reference_id
reference_type
scores
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value 0.00021
scoring_system epss
scoring_elements 0.06407
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2021-41220
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-629.yaml
reference_id
reference_type
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1
value HIGH
scoring_system generic_textual
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2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-827.yaml
reference_id
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scoring_system generic_textual
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3
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-412.yaml
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scoring_system generic_textual
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reference_url https://github.com/tensorflow/tensorflow/commit/ca38dab9d3ee66c5de06f11af9a4b1200da5ef75
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url https://github.com/tensorflow/tensorflow/commit/ca38dab9d3ee66c5de06f11af9a4b1200da5ef75
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reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-gpfh-jvf9-7wg5
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1
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scoring_system generic_textual
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7
reference_url https://security.archlinux.org/AVG-2529
reference_id AVG-2529
reference_type
scores
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scoring_system archlinux
scoring_elements
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vulnerability VCID-11qd-d7c7-sbdm
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vulnerability VCID-145d-k5w3-tfgz
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vulnerability VCID-15nt-6tff-k7gb
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vulnerability VCID-1ah5-hm7a-ykep
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vulnerability VCID-egc6-6pwr-fyej
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vulnerability VCID-en5f-xtha-cyhp
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vulnerability VCID-ev23-kazv-nkas
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vulnerability VCID-ev84-gxjn-6bf1
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vulnerability VCID-exym-4mq2-rkbj
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vulnerability VCID-gg98-zkw8-5ben
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vulnerability VCID-jg5r-hv3s-kuh3
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vulnerability VCID-k3rw-xwzv-1uer
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vulnerability VCID-ky4u-eny7-33fy
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vulnerability VCID-m4na-tgrp-d7fk
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vulnerability VCID-mzvs-ne4v-4qh7
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vulnerability VCID-ngkq-s26c-qkfj
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vulnerability VCID-pe9p-a7nn-8bhj
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vulnerability VCID-q4zv-syab-bbh8
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vulnerability VCID-rgug-8jmj-e7hw
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vulnerability VCID-rsau-jvcr-uudd
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vulnerability VCID-sbpr-dnvt-x7eu
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vulnerability VCID-tru4-6hk6-yydu
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vulnerability VCID-v2nf-1526-nkbp
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vulnerability VCID-vfgz-fss4-wbgu
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vulnerability VCID-vgv7-xc3c-1fb3
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vulnerability VCID-vnn5-y8ez-rub9
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vulnerability VCID-vpyd-he5n-b3a4
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vulnerability VCID-vqxg-mnz4-13cg
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vulnerability VCID-wfh9-ew6v-nyhy
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vulnerability VCID-ww95-y388-3ben
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vulnerability VCID-x2t2-4sa6-qygs
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vulnerability VCID-x5x3-2cyz-xbhe
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vulnerability VCID-xn72-z6kg-q7bp
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vulnerability VCID-y8ed-ynrx-37af
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vulnerability VCID-yvag-32h1-yfc5
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vulnerability VCID-yvef-kyv2-qbea
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vulnerability VCID-yx57-74vr-rfes
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.0
aliases BIT-tensorflow-2021-41220, CVE-2021-41220, GHSA-gpfh-jvf9-7wg5, PYSEC-2021-412, PYSEC-2021-629, PYSEC-2021-827
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-fa9v-1a1j-5ydf
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url VCID-g144-4yvx-xybr
vulnerability_id VCID-g144-4yvx-xybr
summary multiple issues
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0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2021-41202
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scoring_system epss
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reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-612.yaml
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affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.4.4
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url pkg:pypi/tensorflow@2.5.2
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affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.5.2
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url pkg:pypi/tensorflow@2.6.1
purl pkg:pypi/tensorflow@2.6.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.6.1
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url pkg:pypi/tensorflow@2.7.0
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vulnerability VCID-11qd-d7c7-sbdm
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vulnerability VCID-145d-k5w3-tfgz
2
vulnerability VCID-15nt-6tff-k7gb
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vulnerability VCID-1ah5-hm7a-ykep
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vulnerability VCID-1hbp-9n5x-tyda
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vulnerability VCID-2tx7-szke-f7d8
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vulnerability VCID-39ck-bm9t-kqhs
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vulnerability VCID-3czq-3twf-skcg
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vulnerability VCID-3g5a-5csn-h3d9
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vulnerability VCID-41ax-nrcf-yygf
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vulnerability VCID-466y-e26r-rka4
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vulnerability VCID-4fcy-hbcs-cuan
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vulnerability VCID-5tpp-sf62-zycs
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vulnerability VCID-62er-23uz-6qgu
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vulnerability VCID-6888-uhtp-8ub6
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vulnerability VCID-6gnj-az99-h7b4
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vulnerability VCID-7uu3-mfan-4ue5
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vulnerability VCID-83pe-ztey-dbf4
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vulnerability VCID-8zqb-tqfq-7ud7
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vulnerability VCID-97cs-4kx3-37gm
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vulnerability VCID-9arh-a8wj-wka6
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vulnerability VCID-akmu-fas1-33h6
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vulnerability VCID-axj7-aq9m-rqdu
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vulnerability VCID-b4hf-5gqs-yfbw
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vulnerability VCID-bn6z-c98v-n7bf
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vulnerability VCID-ccv1-pgda-r7ba
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vulnerability VCID-cwvm-wntu-tfck
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vulnerability VCID-d1hw-1fdb-kfhq
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vulnerability VCID-d3dc-su6w-s3ag
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vulnerability VCID-egc6-6pwr-fyej
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vulnerability VCID-en5f-xtha-cyhp
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vulnerability VCID-ev23-kazv-nkas
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vulnerability VCID-ev84-gxjn-6bf1
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vulnerability VCID-exym-4mq2-rkbj
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vulnerability VCID-eyqx-7k24-zfhq
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vulnerability VCID-f25m-udat-n3fd
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vulnerability VCID-f3cx-k63z-7qde
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vulnerability VCID-fggx-3rzd-8kf5
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vulnerability VCID-g5zp-g143-a3hk
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vulnerability VCID-g7ud-1f9c-u7bn
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vulnerability VCID-g8er-52ns-j7b1
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vulnerability VCID-g8ts-ghhv-33e3
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vulnerability VCID-gg98-zkw8-5ben
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vulnerability VCID-gh9u-ufcn-6khx
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vulnerability VCID-hujj-6vv2-u3c2
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vulnerability VCID-jdud-ufqp-4yg5
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vulnerability VCID-jg5r-hv3s-kuh3
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vulnerability VCID-k3rw-xwzv-1uer
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vulnerability VCID-ky4u-eny7-33fy
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vulnerability VCID-m4na-tgrp-d7fk
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vulnerability VCID-mtqg-yga8-eqeu
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vulnerability VCID-mzvs-ne4v-4qh7
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vulnerability VCID-n62z-1akp-ebck
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vulnerability VCID-ngkq-s26c-qkfj
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vulnerability VCID-pe9p-a7nn-8bhj
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vulnerability VCID-q4zv-syab-bbh8
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vulnerability VCID-qgr6-bqrc-puhs
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vulnerability VCID-qxqd-f1bw-y7h4
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vulnerability VCID-rgug-8jmj-e7hw
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vulnerability VCID-rsau-jvcr-uudd
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vulnerability VCID-s3fs-8v2b-zqem
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vulnerability VCID-sbpr-dnvt-x7eu
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vulnerability VCID-tru4-6hk6-yydu
63
vulnerability VCID-ugta-nt2s-27fk
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vulnerability VCID-v2nf-1526-nkbp
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vulnerability VCID-vfgz-fss4-wbgu
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vulnerability VCID-vgv7-xc3c-1fb3
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vulnerability VCID-vnn5-y8ez-rub9
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vulnerability VCID-vpyd-he5n-b3a4
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vulnerability VCID-vqxg-mnz4-13cg
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vulnerability VCID-wfh9-ew6v-nyhy
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vulnerability VCID-ww95-y388-3ben
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vulnerability VCID-x2t2-4sa6-qygs
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vulnerability VCID-x5x3-2cyz-xbhe
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vulnerability VCID-xn72-z6kg-q7bp
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vulnerability VCID-y8ed-ynrx-37af
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vulnerability VCID-yvag-32h1-yfc5
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vulnerability VCID-yvef-kyv2-qbea
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vulnerability VCID-yx57-74vr-rfes
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.0
aliases BIT-tensorflow-2021-41202, CVE-2021-41202, GHSA-xrqm-fpgr-6hhx, PYSEC-2021-395, PYSEC-2021-612, PYSEC-2021-810
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-g144-4yvx-xybr
18
url VCID-g423-bnfj-kybz
vulnerability_id VCID-g423-bnfj-kybz
summary multiple issues
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0
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url https://api.first.org/data/v1/epss?cve=CVE-2021-41224
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reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-633.yaml
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reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-831.yaml
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reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-416.yaml
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affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.4.4
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url pkg:pypi/tensorflow@2.5.2
purl pkg:pypi/tensorflow@2.5.2
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affected_by_vulnerabilities
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url pkg:pypi/tensorflow@2.6.1
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resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.6.1
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url pkg:pypi/tensorflow@2.7.0
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vulnerability VCID-11qd-d7c7-sbdm
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vulnerability VCID-145d-k5w3-tfgz
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vulnerability VCID-15nt-6tff-k7gb
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vulnerability VCID-1ah5-hm7a-ykep
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vulnerability VCID-bn6z-c98v-n7bf
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vulnerability VCID-cwvm-wntu-tfck
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vulnerability VCID-d1hw-1fdb-kfhq
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vulnerability VCID-d3dc-su6w-s3ag
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vulnerability VCID-egc6-6pwr-fyej
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vulnerability VCID-ev23-kazv-nkas
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vulnerability VCID-ev84-gxjn-6bf1
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vulnerability VCID-exym-4mq2-rkbj
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vulnerability VCID-f25m-udat-n3fd
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vulnerability VCID-f3cx-k63z-7qde
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vulnerability VCID-k3rw-xwzv-1uer
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vulnerability VCID-m4na-tgrp-d7fk
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vulnerability VCID-mzvs-ne4v-4qh7
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vulnerability VCID-ngkq-s26c-qkfj
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vulnerability VCID-pe9p-a7nn-8bhj
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vulnerability VCID-q4zv-syab-bbh8
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vulnerability VCID-rgug-8jmj-e7hw
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vulnerability VCID-rsau-jvcr-uudd
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vulnerability VCID-s3fs-8v2b-zqem
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vulnerability VCID-sbpr-dnvt-x7eu
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vulnerability VCID-tru4-6hk6-yydu
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vulnerability VCID-ugta-nt2s-27fk
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vulnerability VCID-v2nf-1526-nkbp
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vulnerability VCID-vfgz-fss4-wbgu
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vulnerability VCID-vgv7-xc3c-1fb3
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vulnerability VCID-vnn5-y8ez-rub9
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vulnerability VCID-vpyd-he5n-b3a4
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vulnerability VCID-vqxg-mnz4-13cg
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vulnerability VCID-wfh9-ew6v-nyhy
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vulnerability VCID-ww95-y388-3ben
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vulnerability VCID-x2t2-4sa6-qygs
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vulnerability VCID-x5x3-2cyz-xbhe
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vulnerability VCID-xn72-z6kg-q7bp
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vulnerability VCID-y8ed-ynrx-37af
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vulnerability VCID-yvag-32h1-yfc5
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vulnerability VCID-yvef-kyv2-qbea
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vulnerability VCID-yx57-74vr-rfes
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risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-g423-bnfj-kybz
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url VCID-gbft-tx74-wkhf
vulnerability_id VCID-gbft-tx74-wkhf
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0
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reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-619.yaml
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fixed_packages
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purl pkg:pypi/tensorflow@2.4.4
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affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.4.4
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url pkg:pypi/tensorflow@2.5.2
purl pkg:pypi/tensorflow@2.5.2
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affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.5.2
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url pkg:pypi/tensorflow@2.6.1
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affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.6.1
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url pkg:pypi/tensorflow@2.7.0
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affected_by_vulnerabilities
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vulnerability VCID-11qd-d7c7-sbdm
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vulnerability VCID-145d-k5w3-tfgz
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vulnerability VCID-15nt-6tff-k7gb
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vulnerability VCID-1hbp-9n5x-tyda
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vulnerability VCID-6888-uhtp-8ub6
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vulnerability VCID-6gnj-az99-h7b4
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vulnerability VCID-akmu-fas1-33h6
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vulnerability VCID-bn6z-c98v-n7bf
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vulnerability VCID-ccv1-pgda-r7ba
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vulnerability VCID-cwvm-wntu-tfck
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vulnerability VCID-d1hw-1fdb-kfhq
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vulnerability VCID-egc6-6pwr-fyej
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vulnerability VCID-en5f-xtha-cyhp
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vulnerability VCID-ev23-kazv-nkas
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vulnerability VCID-ev84-gxjn-6bf1
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vulnerability VCID-exym-4mq2-rkbj
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vulnerability VCID-eyqx-7k24-zfhq
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vulnerability VCID-f25m-udat-n3fd
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vulnerability VCID-f3cx-k63z-7qde
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vulnerability VCID-fggx-3rzd-8kf5
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vulnerability VCID-g5zp-g143-a3hk
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vulnerability VCID-g7ud-1f9c-u7bn
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vulnerability VCID-g8er-52ns-j7b1
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vulnerability VCID-g8ts-ghhv-33e3
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vulnerability VCID-gg98-zkw8-5ben
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vulnerability VCID-gh9u-ufcn-6khx
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vulnerability VCID-jg5r-hv3s-kuh3
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vulnerability VCID-k3rw-xwzv-1uer
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vulnerability VCID-ngkq-s26c-qkfj
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vulnerability VCID-rgug-8jmj-e7hw
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vulnerability VCID-rsau-jvcr-uudd
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vulnerability VCID-s3fs-8v2b-zqem
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vulnerability VCID-sbpr-dnvt-x7eu
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vulnerability VCID-tru4-6hk6-yydu
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vulnerability VCID-ugta-nt2s-27fk
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vulnerability VCID-v2nf-1526-nkbp
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vulnerability VCID-vfgz-fss4-wbgu
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vulnerability VCID-vgv7-xc3c-1fb3
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vulnerability VCID-vnn5-y8ez-rub9
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vulnerability VCID-vpyd-he5n-b3a4
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vulnerability VCID-vqxg-mnz4-13cg
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vulnerability VCID-wfh9-ew6v-nyhy
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vulnerability VCID-ww95-y388-3ben
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vulnerability VCID-x2t2-4sa6-qygs
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vulnerability VCID-x5x3-2cyz-xbhe
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vulnerability VCID-xn72-z6kg-q7bp
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vulnerability VCID-y8ed-ynrx-37af
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vulnerability VCID-yvag-32h1-yfc5
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vulnerability VCID-yvef-kyv2-qbea
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vulnerability VCID-yx57-74vr-rfes
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.0
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risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-gbft-tx74-wkhf
20
url VCID-kupu-frrt-pqen
vulnerability_id VCID-kupu-frrt-pqen
summary multiple issues
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2021-41216
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value 0.0002
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url https://api.first.org/data/v1/epss?cve=CVE-2021-41216
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reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-625.yaml
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reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-823.yaml
reference_id
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scoring_system generic_textual
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url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-823.yaml
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reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-408.yaml
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reference_url https://github.com/tensorflow/tensorflow
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reference_url https://github.com/tensorflow/tensorflow/blob/8d72537c6abf5a44103b57b9c2e22c14f5f49698/tensorflow/core/ops/array_ops.cc#L121-L185
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affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.4.4
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url pkg:pypi/tensorflow@2.5.2
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affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.5.2
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url pkg:pypi/tensorflow@2.6.1
purl pkg:pypi/tensorflow@2.6.1
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affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.6.1
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url pkg:pypi/tensorflow@2.7.0
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vulnerability VCID-11qd-d7c7-sbdm
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vulnerability VCID-145d-k5w3-tfgz
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vulnerability VCID-15nt-6tff-k7gb
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vulnerability VCID-mzvs-ne4v-4qh7
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vulnerability VCID-ngkq-s26c-qkfj
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vulnerability VCID-q4zv-syab-bbh8
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vulnerability VCID-qxqd-f1bw-y7h4
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vulnerability VCID-rgug-8jmj-e7hw
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vulnerability VCID-rsau-jvcr-uudd
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vulnerability VCID-s3fs-8v2b-zqem
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vulnerability VCID-sbpr-dnvt-x7eu
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vulnerability VCID-tru4-6hk6-yydu
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vulnerability VCID-ugta-nt2s-27fk
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vulnerability VCID-vfgz-fss4-wbgu
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vulnerability VCID-vgv7-xc3c-1fb3
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vulnerability VCID-vnn5-y8ez-rub9
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vulnerability VCID-vpyd-he5n-b3a4
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vulnerability VCID-vqxg-mnz4-13cg
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vulnerability VCID-wfh9-ew6v-nyhy
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vulnerability VCID-ww95-y388-3ben
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vulnerability VCID-x2t2-4sa6-qygs
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vulnerability VCID-x5x3-2cyz-xbhe
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vulnerability VCID-xn72-z6kg-q7bp
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vulnerability VCID-y8ed-ynrx-37af
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vulnerability VCID-yvag-32h1-yfc5
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vulnerability VCID-yvef-kyv2-qbea
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vulnerability VCID-yx57-74vr-rfes
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.0
aliases BIT-tensorflow-2021-41216, CVE-2021-41216, GHSA-3ff2-r28g-w7h9, PYSEC-2021-408, PYSEC-2021-625, PYSEC-2021-823
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-kupu-frrt-pqen
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url VCID-myjm-gbbc-qucg
vulnerability_id VCID-myjm-gbbc-qucg
summary multiple issues
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2021-41203
reference_id
reference_type
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value 0.00019
scoring_system epss
scoring_elements 0.05388
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2021-41203
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reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-613.yaml
reference_id
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value 8.5
scoring_system cvssv4
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scoring_system generic_textual
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url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-613.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-811.yaml
reference_id
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scoring_system generic_textual
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reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-396.yaml
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value HIGH
scoring_system generic_textual
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url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-396.yaml
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reference_url https://github.com/tensorflow/tensorflow
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value 8.5
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reference_url https://github.com/tensorflow/tensorflow/commit/368af875869a204b4ac552b9ddda59f6a46a56ec
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value 8.5
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scoring_system generic_textual
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reference_url https://github.com/tensorflow/tensorflow/commit/abcced051cb1bd8fb05046ac3b6023a7ebcc4578
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value HIGH
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reference_url https://github.com/tensorflow/tensorflow/commit/b619c6f865715ca3b15ef1842b5b95edbaa710ad
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reference_url https://github.com/tensorflow/tensorflow/commit/e8dc63704c88007ee4713076605c90188d66f3d2
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reference_url https://security.archlinux.org/AVG-2529
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reference_url https://nvd.nist.gov/vuln/detail/CVE-2021-41203
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affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.4.4
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url pkg:pypi/tensorflow@2.5.2
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affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.5.2
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affected_by_vulnerabilities
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vulnerability VCID-mzvs-ne4v-4qh7
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vulnerability VCID-ugta-nt2s-27fk
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vulnerability VCID-vpyd-he5n-b3a4
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vulnerability VCID-vqxg-mnz4-13cg
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vulnerability VCID-yx57-74vr-rfes
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vulnerability VCID-yx57-74vr-rfes
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.0
aliases BIT-tensorflow-2021-41197, CVE-2021-41197, GHSA-prcg-wp5q-rv7p, PYSEC-2021-390, PYSEC-2021-607, PYSEC-2021-805
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exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-qdnt-cg25-5kdx
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url VCID-qvnc-gzf6-y3f3
vulnerability_id VCID-qvnc-gzf6-y3f3
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0
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vulnerability VCID-11qd-d7c7-sbdm
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vulnerability VCID-15nt-6tff-k7gb
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vulnerability VCID-1ah5-hm7a-ykep
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vulnerability VCID-1hbp-9n5x-tyda
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vulnerability VCID-83pe-ztey-dbf4
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vulnerability VCID-egc6-6pwr-fyej
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vulnerability VCID-en5f-xtha-cyhp
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vulnerability VCID-ev23-kazv-nkas
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vulnerability VCID-ev84-gxjn-6bf1
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vulnerability VCID-exym-4mq2-rkbj
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vulnerability VCID-f3cx-k63z-7qde
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vulnerability VCID-fggx-3rzd-8kf5
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vulnerability VCID-g5zp-g143-a3hk
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vulnerability VCID-g8er-52ns-j7b1
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vulnerability VCID-gg98-zkw8-5ben
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vulnerability VCID-k3rw-xwzv-1uer
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vulnerability VCID-ky4u-eny7-33fy
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vulnerability VCID-mzvs-ne4v-4qh7
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vulnerability VCID-ngkq-s26c-qkfj
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vulnerability VCID-sbpr-dnvt-x7eu
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vulnerability VCID-ugta-nt2s-27fk
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vulnerability VCID-vfgz-fss4-wbgu
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vulnerability VCID-vnn5-y8ez-rub9
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vulnerability VCID-vqxg-mnz4-13cg
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vulnerability VCID-wfh9-ew6v-nyhy
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vulnerability VCID-ww95-y388-3ben
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vulnerability VCID-x2t2-4sa6-qygs
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vulnerability VCID-xn72-z6kg-q7bp
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vulnerability VCID-y8ed-ynrx-37af
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vulnerability VCID-yvag-32h1-yfc5
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vulnerability VCID-yvef-kyv2-qbea
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vulnerability VCID-yx57-74vr-rfes
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.0
aliases BIT-tensorflow-2021-41196, CVE-2021-41196, GHSA-m539-j985-hcr8, PYSEC-2021-389, PYSEC-2021-606, PYSEC-2021-804
risk_score 4.0
exploitability 0.5
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resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-qvnc-gzf6-y3f3
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url VCID-rkx2-5nyj-bbhu
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0
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resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.5.2
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url pkg:pypi/tensorflow@2.7.0
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vulnerability VCID-145d-k5w3-tfgz
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vulnerability VCID-15nt-6tff-k7gb
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vulnerability VCID-sbpr-dnvt-x7eu
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vulnerability VCID-v2nf-1526-nkbp
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vulnerability VCID-vfgz-fss4-wbgu
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vulnerability VCID-vnn5-y8ez-rub9
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vulnerability VCID-vpyd-he5n-b3a4
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vulnerability VCID-vqxg-mnz4-13cg
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vulnerability VCID-wfh9-ew6v-nyhy
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vulnerability VCID-ww95-y388-3ben
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vulnerability VCID-x2t2-4sa6-qygs
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vulnerability VCID-y8ed-ynrx-37af
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vulnerability VCID-yvag-32h1-yfc5
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vulnerability VCID-yvef-kyv2-qbea
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vulnerability VCID-yx57-74vr-rfes
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.0
aliases BIT-tensorflow-2021-41218, CVE-2021-41218, GHSA-9crf-c6qr-r273, PYSEC-2021-410, PYSEC-2021-627, PYSEC-2021-825
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-rkx2-5nyj-bbhu
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url VCID-rr2a-8jrx-6ue8
vulnerability_id VCID-rr2a-8jrx-6ue8
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0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2021-41213
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scoring_system epss
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affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.4.4
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vulnerability VCID-exym-4mq2-rkbj
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vulnerability VCID-g8er-52ns-j7b1
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vulnerability VCID-gg98-zkw8-5ben
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vulnerability VCID-jdud-ufqp-4yg5
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vulnerability VCID-k3rw-xwzv-1uer
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vulnerability VCID-ky4u-eny7-33fy
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vulnerability VCID-mtqg-yga8-eqeu
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vulnerability VCID-mzvs-ne4v-4qh7
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vulnerability VCID-n62z-1akp-ebck
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vulnerability VCID-ngkq-s26c-qkfj
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vulnerability VCID-pe9p-a7nn-8bhj
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vulnerability VCID-q4zv-syab-bbh8
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vulnerability VCID-rgug-8jmj-e7hw
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vulnerability VCID-rsau-jvcr-uudd
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vulnerability VCID-s3fs-8v2b-zqem
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vulnerability VCID-sbpr-dnvt-x7eu
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vulnerability VCID-tru4-6hk6-yydu
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vulnerability VCID-ugta-nt2s-27fk
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vulnerability VCID-v2nf-1526-nkbp
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vulnerability VCID-vfgz-fss4-wbgu
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vulnerability VCID-vgv7-xc3c-1fb3
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vulnerability VCID-vnn5-y8ez-rub9
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vulnerability VCID-vpyd-he5n-b3a4
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vulnerability VCID-vqxg-mnz4-13cg
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vulnerability VCID-wfh9-ew6v-nyhy
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vulnerability VCID-ww95-y388-3ben
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vulnerability VCID-x2t2-4sa6-qygs
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vulnerability VCID-x5x3-2cyz-xbhe
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vulnerability VCID-xn72-z6kg-q7bp
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vulnerability VCID-y8ed-ynrx-37af
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vulnerability VCID-yvag-32h1-yfc5
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vulnerability VCID-yvef-kyv2-qbea
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vulnerability VCID-yx57-74vr-rfes
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.0
aliases BIT-tensorflow-2021-41213, CVE-2021-41213, GHSA-h67m-xg8f-fxcf, PYSEC-2021-405, PYSEC-2021-622, PYSEC-2021-820
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-rr2a-8jrx-6ue8
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url VCID-rujq-67w1-u3g7
vulnerability_id VCID-rujq-67w1-u3g7
summary multiple issues
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2021-41225
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scoring_system epss
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url https://api.first.org/data/v1/epss?cve=CVE-2021-41225
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reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-634.yaml
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reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-832.yaml
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affected_by_vulnerabilities
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url pkg:pypi/tensorflow@2.5.2
purl pkg:pypi/tensorflow@2.5.2
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resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.5.2
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url pkg:pypi/tensorflow@2.6.1
purl pkg:pypi/tensorflow@2.6.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.6.1
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url pkg:pypi/tensorflow@2.7.0
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vulnerability VCID-11qd-d7c7-sbdm
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vulnerability VCID-145d-k5w3-tfgz
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vulnerability VCID-15nt-6tff-k7gb
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vulnerability VCID-1ah5-hm7a-ykep
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vulnerability VCID-1hbp-9n5x-tyda
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vulnerability VCID-2tx7-szke-f7d8
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vulnerability VCID-9arh-a8wj-wka6
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vulnerability VCID-b4hf-5gqs-yfbw
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vulnerability VCID-bn6z-c98v-n7bf
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vulnerability VCID-cwvm-wntu-tfck
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vulnerability VCID-d1hw-1fdb-kfhq
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vulnerability VCID-d3dc-su6w-s3ag
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vulnerability VCID-egc6-6pwr-fyej
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vulnerability VCID-ev23-kazv-nkas
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vulnerability VCID-f3cx-k63z-7qde
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vulnerability VCID-sbpr-dnvt-x7eu
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vulnerability VCID-ugta-nt2s-27fk
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vulnerability VCID-vfgz-fss4-wbgu
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vulnerability VCID-vnn5-y8ez-rub9
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vulnerability VCID-vpyd-he5n-b3a4
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vulnerability VCID-vqxg-mnz4-13cg
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vulnerability VCID-wfh9-ew6v-nyhy
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vulnerability VCID-ww95-y388-3ben
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vulnerability VCID-x2t2-4sa6-qygs
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vulnerability VCID-x5x3-2cyz-xbhe
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vulnerability VCID-xn72-z6kg-q7bp
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vulnerability VCID-y8ed-ynrx-37af
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vulnerability VCID-yvag-32h1-yfc5
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vulnerability VCID-yvef-kyv2-qbea
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vulnerability VCID-yx57-74vr-rfes
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.0
aliases BIT-tensorflow-2021-41225, CVE-2021-41225, GHSA-7r94-xv9v-63jw, PYSEC-2021-417, PYSEC-2021-634, PYSEC-2021-832
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-rujq-67w1-u3g7
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url VCID-sb7m-pngm-5fbj
vulnerability_id VCID-sb7m-pngm-5fbj
summary multiple issues
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2021-41215
reference_id
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value 0.00017
scoring_system epss
scoring_elements 0.04734
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url https://api.first.org/data/v1/epss?cve=CVE-2021-41215
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reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-624.yaml
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url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-624.yaml
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reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-822.yaml
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url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-822.yaml
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reference_url https://github.com/tensorflow/tensorflow/commit/d3738dd70f1c9ceb547258cbb82d853da8771850
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reference_url https://security.archlinux.org/AVG-2529
reference_id AVG-2529
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scoring_system archlinux
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url https://security.archlinux.org/AVG-2529
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reference_url https://nvd.nist.gov/vuln/detail/CVE-2021-41215
reference_id CVE-2021-41215
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reference_url https://github.com/advisories/GHSA-x3v8-c8qx-3j3r
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url https://github.com/advisories/GHSA-x3v8-c8qx-3j3r
fixed_packages
0
url pkg:pypi/tensorflow@2.4.4
purl pkg:pypi/tensorflow@2.4.4
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.4.4
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url pkg:pypi/tensorflow@2.5.2
purl pkg:pypi/tensorflow@2.5.2
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affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.5.2
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url pkg:pypi/tensorflow@2.6.1
purl pkg:pypi/tensorflow@2.6.1
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affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.6.1
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url pkg:pypi/tensorflow@2.7.0
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vulnerability VCID-11qd-d7c7-sbdm
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vulnerability VCID-145d-k5w3-tfgz
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vulnerability VCID-15nt-6tff-k7gb
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vulnerability VCID-ev84-gxjn-6bf1
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vulnerability VCID-exym-4mq2-rkbj
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vulnerability VCID-f25m-udat-n3fd
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vulnerability VCID-f3cx-k63z-7qde
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vulnerability VCID-fggx-3rzd-8kf5
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vulnerability VCID-g5zp-g143-a3hk
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vulnerability VCID-gg98-zkw8-5ben
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vulnerability VCID-gh9u-ufcn-6khx
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vulnerability VCID-k3rw-xwzv-1uer
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vulnerability VCID-ky4u-eny7-33fy
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vulnerability VCID-m4na-tgrp-d7fk
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vulnerability VCID-mzvs-ne4v-4qh7
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vulnerability VCID-n62z-1akp-ebck
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vulnerability VCID-ngkq-s26c-qkfj
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vulnerability VCID-pe9p-a7nn-8bhj
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vulnerability VCID-q4zv-syab-bbh8
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vulnerability VCID-qgr6-bqrc-puhs
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vulnerability VCID-qxqd-f1bw-y7h4
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vulnerability VCID-rgug-8jmj-e7hw
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vulnerability VCID-rsau-jvcr-uudd
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vulnerability VCID-s3fs-8v2b-zqem
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vulnerability VCID-sbpr-dnvt-x7eu
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vulnerability VCID-tru4-6hk6-yydu
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vulnerability VCID-ugta-nt2s-27fk
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vulnerability VCID-v2nf-1526-nkbp
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vulnerability VCID-vfgz-fss4-wbgu
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vulnerability VCID-vgv7-xc3c-1fb3
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vulnerability VCID-vnn5-y8ez-rub9
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vulnerability VCID-vpyd-he5n-b3a4
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vulnerability VCID-vqxg-mnz4-13cg
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vulnerability VCID-wfh9-ew6v-nyhy
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vulnerability VCID-ww95-y388-3ben
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vulnerability VCID-x2t2-4sa6-qygs
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vulnerability VCID-x5x3-2cyz-xbhe
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vulnerability VCID-xn72-z6kg-q7bp
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vulnerability VCID-y8ed-ynrx-37af
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vulnerability VCID-yvag-32h1-yfc5
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vulnerability VCID-yvef-kyv2-qbea
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vulnerability VCID-yx57-74vr-rfes
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.0
aliases BIT-tensorflow-2021-41215, CVE-2021-41215, GHSA-x3v8-c8qx-3j3r, PYSEC-2021-407, PYSEC-2021-624, PYSEC-2021-822
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-sb7m-pngm-5fbj
29
url VCID-w2ns-kqmv-xfan
vulnerability_id VCID-w2ns-kqmv-xfan
summary multiple issues
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2021-41208
reference_id
reference_type
scores
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value 0.00012
scoring_system epss
scoring_elements 0.01882
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2021-41208
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reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-617.yaml
reference_id
reference_type
scores
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scoring_system cvssv3.1
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value CRITICAL
scoring_system generic_textual
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url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-617.yaml
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reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-815.yaml
reference_id
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scoring_system generic_textual
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url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-815.yaml
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reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-400.yaml
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scoring_system generic_textual
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reference_url https://github.com/tensorflow/tensorflow/commit/5c8c9a8bfe750f9743d0c859bae112060b216f5c
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reference_url https://security.archlinux.org/AVG-2529
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url https://security.archlinux.org/AVG-2529
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reference_url https://nvd.nist.gov/vuln/detail/CVE-2021-41208
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reference_url https://github.com/advisories/GHSA-57wx-m983-2f88
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fixed_packages
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purl pkg:pypi/tensorflow@2.4.4
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.4.4
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url pkg:pypi/tensorflow@2.5.2
purl pkg:pypi/tensorflow@2.5.2
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affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.5.2
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url pkg:pypi/tensorflow@2.6.1
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affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.6.1
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url pkg:pypi/tensorflow@2.7.0
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affected_by_vulnerabilities
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vulnerability VCID-11qd-d7c7-sbdm
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vulnerability VCID-145d-k5w3-tfgz
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vulnerability VCID-15nt-6tff-k7gb
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vulnerability VCID-39ck-bm9t-kqhs
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vulnerability VCID-3czq-3twf-skcg
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vulnerability VCID-3g5a-5csn-h3d9
9
vulnerability VCID-41ax-nrcf-yygf
10
vulnerability VCID-466y-e26r-rka4
11
vulnerability VCID-4fcy-hbcs-cuan
12
vulnerability VCID-5tpp-sf62-zycs
13
vulnerability VCID-62er-23uz-6qgu
14
vulnerability VCID-6888-uhtp-8ub6
15
vulnerability VCID-6gnj-az99-h7b4
16
vulnerability VCID-7uu3-mfan-4ue5
17
vulnerability VCID-83pe-ztey-dbf4
18
vulnerability VCID-8zqb-tqfq-7ud7
19
vulnerability VCID-97cs-4kx3-37gm
20
vulnerability VCID-9arh-a8wj-wka6
21
vulnerability VCID-akmu-fas1-33h6
22
vulnerability VCID-axj7-aq9m-rqdu
23
vulnerability VCID-b4hf-5gqs-yfbw
24
vulnerability VCID-bn6z-c98v-n7bf
25
vulnerability VCID-ccv1-pgda-r7ba
26
vulnerability VCID-cwvm-wntu-tfck
27
vulnerability VCID-d1hw-1fdb-kfhq
28
vulnerability VCID-d3dc-su6w-s3ag
29
vulnerability VCID-egc6-6pwr-fyej
30
vulnerability VCID-en5f-xtha-cyhp
31
vulnerability VCID-ev23-kazv-nkas
32
vulnerability VCID-ev84-gxjn-6bf1
33
vulnerability VCID-exym-4mq2-rkbj
34
vulnerability VCID-eyqx-7k24-zfhq
35
vulnerability VCID-f25m-udat-n3fd
36
vulnerability VCID-f3cx-k63z-7qde
37
vulnerability VCID-fggx-3rzd-8kf5
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vulnerability VCID-g5zp-g143-a3hk
39
vulnerability VCID-g7ud-1f9c-u7bn
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vulnerability VCID-g8er-52ns-j7b1
41
vulnerability VCID-g8ts-ghhv-33e3
42
vulnerability VCID-gg98-zkw8-5ben
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vulnerability VCID-gh9u-ufcn-6khx
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vulnerability VCID-hujj-6vv2-u3c2
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vulnerability VCID-jdud-ufqp-4yg5
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vulnerability VCID-jg5r-hv3s-kuh3
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vulnerability VCID-k3rw-xwzv-1uer
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vulnerability VCID-ky4u-eny7-33fy
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vulnerability VCID-m4na-tgrp-d7fk
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vulnerability VCID-mtqg-yga8-eqeu
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vulnerability VCID-mzvs-ne4v-4qh7
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vulnerability VCID-n62z-1akp-ebck
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vulnerability VCID-ngkq-s26c-qkfj
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vulnerability VCID-pe9p-a7nn-8bhj
55
vulnerability VCID-q4zv-syab-bbh8
56
vulnerability VCID-qgr6-bqrc-puhs
57
vulnerability VCID-qxqd-f1bw-y7h4
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vulnerability VCID-rgug-8jmj-e7hw
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vulnerability VCID-rsau-jvcr-uudd
60
vulnerability VCID-s3fs-8v2b-zqem
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vulnerability VCID-sbpr-dnvt-x7eu
62
vulnerability VCID-tru4-6hk6-yydu
63
vulnerability VCID-ugta-nt2s-27fk
64
vulnerability VCID-v2nf-1526-nkbp
65
vulnerability VCID-vfgz-fss4-wbgu
66
vulnerability VCID-vgv7-xc3c-1fb3
67
vulnerability VCID-vnn5-y8ez-rub9
68
vulnerability VCID-vpyd-he5n-b3a4
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vulnerability VCID-vqxg-mnz4-13cg
70
vulnerability VCID-wfh9-ew6v-nyhy
71
vulnerability VCID-ww95-y388-3ben
72
vulnerability VCID-x2t2-4sa6-qygs
73
vulnerability VCID-x5x3-2cyz-xbhe
74
vulnerability VCID-xn72-z6kg-q7bp
75
vulnerability VCID-y8ed-ynrx-37af
76
vulnerability VCID-yvag-32h1-yfc5
77
vulnerability VCID-yvef-kyv2-qbea
78
vulnerability VCID-yx57-74vr-rfes
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.0
aliases BIT-tensorflow-2021-41208, CVE-2021-41208, GHSA-57wx-m983-2f88, PYSEC-2021-400, PYSEC-2021-617, PYSEC-2021-815
risk_score 4.5
exploitability 0.5
weighted_severity 9.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-w2ns-kqmv-xfan
30
url VCID-xbt8-r95u-sqbu
vulnerability_id VCID-xbt8-r95u-sqbu
summary multiple issues
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2021-41201
reference_id
reference_type
scores
0
value 0.00022
scoring_system epss
scoring_elements 0.06636
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2021-41201
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-611.yaml
reference_id
reference_type
scores
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value 7.8
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
1
value 8.5
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-611.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-809.yaml
reference_id
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value 7.8
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
1
value 8.5
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-809.yaml
3
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-394.yaml
reference_id
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value 7.8
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
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value 8.5
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-394.yaml
4
reference_url https://github.com/tensorflow/tensorflow
reference_id
reference_type
scores
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value 7.8
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
1
value 8.5
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
5
reference_url https://github.com/tensorflow/tensorflow/commit/f09caa532b6e1ac8d2aa61b7832c78c5b79300c6
reference_id
reference_type
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0
value 7.8
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scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
1
value 8.5
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow/commit/f09caa532b6e1ac8d2aa61b7832c78c5b79300c6
6
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-j86v-p27c-73fm
reference_id
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scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
1
value 8.5
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
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value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-j86v-p27c-73fm
7
reference_url https://security.archlinux.org/AVG-2529
reference_id AVG-2529
reference_type
scores
0
value High
scoring_system archlinux
scoring_elements
url https://security.archlinux.org/AVG-2529
8
reference_url https://nvd.nist.gov/vuln/detail/CVE-2021-41201
reference_id CVE-2021-41201
reference_type
scores
0
value 7.8
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
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value 8.5
scoring_system cvssv4
scoring_elements CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
2
value HIGH
scoring_system generic_textual
scoring_elements
url https://nvd.nist.gov/vuln/detail/CVE-2021-41201
9
reference_url https://github.com/advisories/GHSA-j86v-p27c-73fm
reference_id GHSA-j86v-p27c-73fm
reference_type
scores
url https://github.com/advisories/GHSA-j86v-p27c-73fm
fixed_packages
0
url pkg:pypi/tensorflow@2.4.4
purl pkg:pypi/tensorflow@2.4.4
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.4.4
1
url pkg:pypi/tensorflow@2.5.2
purl pkg:pypi/tensorflow@2.5.2
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.5.2
2
url pkg:pypi/tensorflow@2.6.1
purl pkg:pypi/tensorflow@2.6.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.6.1
3
url pkg:pypi/tensorflow@2.7.0
purl pkg:pypi/tensorflow@2.7.0
is_vulnerable true
affected_by_vulnerabilities
0
vulnerability VCID-11qd-d7c7-sbdm
1
vulnerability VCID-145d-k5w3-tfgz
2
vulnerability VCID-15nt-6tff-k7gb
3
vulnerability VCID-1ah5-hm7a-ykep
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vulnerability VCID-1hbp-9n5x-tyda
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vulnerability VCID-2tx7-szke-f7d8
6
vulnerability VCID-39ck-bm9t-kqhs
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vulnerability VCID-3czq-3twf-skcg
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vulnerability VCID-3g5a-5csn-h3d9
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vulnerability VCID-41ax-nrcf-yygf
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vulnerability VCID-466y-e26r-rka4
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vulnerability VCID-4fcy-hbcs-cuan
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vulnerability VCID-5tpp-sf62-zycs
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vulnerability VCID-62er-23uz-6qgu
14
vulnerability VCID-6888-uhtp-8ub6
15
vulnerability VCID-6gnj-az99-h7b4
16
vulnerability VCID-7uu3-mfan-4ue5
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vulnerability VCID-83pe-ztey-dbf4
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vulnerability VCID-8zqb-tqfq-7ud7
19
vulnerability VCID-97cs-4kx3-37gm
20
vulnerability VCID-9arh-a8wj-wka6
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vulnerability VCID-akmu-fas1-33h6
22
vulnerability VCID-axj7-aq9m-rqdu
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vulnerability VCID-b4hf-5gqs-yfbw
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vulnerability VCID-bn6z-c98v-n7bf
25
vulnerability VCID-ccv1-pgda-r7ba
26
vulnerability VCID-cwvm-wntu-tfck
27
vulnerability VCID-d1hw-1fdb-kfhq
28
vulnerability VCID-d3dc-su6w-s3ag
29
vulnerability VCID-egc6-6pwr-fyej
30
vulnerability VCID-en5f-xtha-cyhp
31
vulnerability VCID-ev23-kazv-nkas
32
vulnerability VCID-ev84-gxjn-6bf1
33
vulnerability VCID-exym-4mq2-rkbj
34
vulnerability VCID-eyqx-7k24-zfhq
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vulnerability VCID-f25m-udat-n3fd
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vulnerability VCID-f3cx-k63z-7qde
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vulnerability VCID-fggx-3rzd-8kf5
38
vulnerability VCID-g5zp-g143-a3hk
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vulnerability VCID-g7ud-1f9c-u7bn
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vulnerability VCID-g8er-52ns-j7b1
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vulnerability VCID-g8ts-ghhv-33e3
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vulnerability VCID-gg98-zkw8-5ben
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vulnerability VCID-gh9u-ufcn-6khx
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vulnerability VCID-hujj-6vv2-u3c2
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vulnerability VCID-jdud-ufqp-4yg5
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vulnerability VCID-jg5r-hv3s-kuh3
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vulnerability VCID-k3rw-xwzv-1uer
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vulnerability VCID-ky4u-eny7-33fy
49
vulnerability VCID-m4na-tgrp-d7fk
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vulnerability VCID-mtqg-yga8-eqeu
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vulnerability VCID-mzvs-ne4v-4qh7
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vulnerability VCID-n62z-1akp-ebck
53
vulnerability VCID-ngkq-s26c-qkfj
54
vulnerability VCID-pe9p-a7nn-8bhj
55
vulnerability VCID-q4zv-syab-bbh8
56
vulnerability VCID-qgr6-bqrc-puhs
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vulnerability VCID-qxqd-f1bw-y7h4
58
vulnerability VCID-rgug-8jmj-e7hw
59
vulnerability VCID-rsau-jvcr-uudd
60
vulnerability VCID-s3fs-8v2b-zqem
61
vulnerability VCID-sbpr-dnvt-x7eu
62
vulnerability VCID-tru4-6hk6-yydu
63
vulnerability VCID-ugta-nt2s-27fk
64
vulnerability VCID-v2nf-1526-nkbp
65
vulnerability VCID-vfgz-fss4-wbgu
66
vulnerability VCID-vgv7-xc3c-1fb3
67
vulnerability VCID-vnn5-y8ez-rub9
68
vulnerability VCID-vpyd-he5n-b3a4
69
vulnerability VCID-vqxg-mnz4-13cg
70
vulnerability VCID-wfh9-ew6v-nyhy
71
vulnerability VCID-ww95-y388-3ben
72
vulnerability VCID-x2t2-4sa6-qygs
73
vulnerability VCID-x5x3-2cyz-xbhe
74
vulnerability VCID-xn72-z6kg-q7bp
75
vulnerability VCID-y8ed-ynrx-37af
76
vulnerability VCID-yvag-32h1-yfc5
77
vulnerability VCID-yvef-kyv2-qbea
78
vulnerability VCID-yx57-74vr-rfes
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.0
aliases BIT-tensorflow-2021-41201, CVE-2021-41201, GHSA-j86v-p27c-73fm, PYSEC-2021-394, PYSEC-2021-611, PYSEC-2021-809
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-xbt8-r95u-sqbu
31
url VCID-y7hx-h69v-wfcy
vulnerability_id VCID-y7hx-h69v-wfcy
summary multiple issues
references
0
reference_url https://api.first.org/data/v1/epss?cve=CVE-2021-41212
reference_id
reference_type
scores
0
value 0.00019
scoring_system epss
scoring_elements 0.05349
published_at 2026-05-30T12:55:00Z
url https://api.first.org/data/v1/epss?cve=CVE-2021-41212
1
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-621.yaml
reference_id
reference_type
scores
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value 7.1
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:H
1
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-621.yaml
2
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-819.yaml
reference_id
reference_type
scores
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value 7.1
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:H
1
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-819.yaml
3
reference_url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-404.yaml
reference_id
reference_type
scores
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value 7.1
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:H
1
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-404.yaml
4
reference_url https://github.com/tensorflow/tensorflow
reference_id
reference_type
scores
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value 7.1
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:H
1
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow
5
reference_url https://github.com/tensorflow/tensorflow/commit/fa6b7782fbb14aa08d767bc799c531f5e1fb3bb8
reference_id
reference_type
scores
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value 7.1
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:H
1
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow/commit/fa6b7782fbb14aa08d767bc799c531f5e1fb3bb8
6
reference_url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-fr77-rrx3-cp7g
reference_id
reference_type
scores
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value 7.1
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:H
1
value HIGH
scoring_system generic_textual
scoring_elements
url https://github.com/tensorflow/tensorflow/security/advisories/GHSA-fr77-rrx3-cp7g
7
reference_url https://security.archlinux.org/AVG-2529
reference_id AVG-2529
reference_type
scores
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value High
scoring_system archlinux
scoring_elements
url https://security.archlinux.org/AVG-2529
8
reference_url https://nvd.nist.gov/vuln/detail/CVE-2021-41212
reference_id CVE-2021-41212
reference_type
scores
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value 7.1
scoring_system cvssv3.1
scoring_elements CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:H
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value HIGH
scoring_system generic_textual
scoring_elements
url https://nvd.nist.gov/vuln/detail/CVE-2021-41212
9
reference_url https://github.com/advisories/GHSA-fr77-rrx3-cp7g
reference_id GHSA-fr77-rrx3-cp7g
reference_type
scores
url https://github.com/advisories/GHSA-fr77-rrx3-cp7g
fixed_packages
0
url pkg:pypi/tensorflow@2.4.4
purl pkg:pypi/tensorflow@2.4.4
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.4.4
1
url pkg:pypi/tensorflow@2.5.2
purl pkg:pypi/tensorflow@2.5.2
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.5.2
2
url pkg:pypi/tensorflow@2.6.1
purl pkg:pypi/tensorflow@2.6.1
is_vulnerable false
affected_by_vulnerabilities
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.6.1
3
url pkg:pypi/tensorflow@2.7.0
purl pkg:pypi/tensorflow@2.7.0
is_vulnerable true
affected_by_vulnerabilities
0
vulnerability VCID-11qd-d7c7-sbdm
1
vulnerability VCID-145d-k5w3-tfgz
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vulnerability VCID-15nt-6tff-k7gb
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vulnerability VCID-1ah5-hm7a-ykep
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vulnerability VCID-2tx7-szke-f7d8
6
vulnerability VCID-39ck-bm9t-kqhs
7
vulnerability VCID-3czq-3twf-skcg
8
vulnerability VCID-3g5a-5csn-h3d9
9
vulnerability VCID-41ax-nrcf-yygf
10
vulnerability VCID-466y-e26r-rka4
11
vulnerability VCID-4fcy-hbcs-cuan
12
vulnerability VCID-5tpp-sf62-zycs
13
vulnerability VCID-62er-23uz-6qgu
14
vulnerability VCID-6888-uhtp-8ub6
15
vulnerability VCID-6gnj-az99-h7b4
16
vulnerability VCID-7uu3-mfan-4ue5
17
vulnerability VCID-83pe-ztey-dbf4
18
vulnerability VCID-8zqb-tqfq-7ud7
19
vulnerability VCID-97cs-4kx3-37gm
20
vulnerability VCID-9arh-a8wj-wka6
21
vulnerability VCID-akmu-fas1-33h6
22
vulnerability VCID-axj7-aq9m-rqdu
23
vulnerability VCID-b4hf-5gqs-yfbw
24
vulnerability VCID-bn6z-c98v-n7bf
25
vulnerability VCID-ccv1-pgda-r7ba
26
vulnerability VCID-cwvm-wntu-tfck
27
vulnerability VCID-d1hw-1fdb-kfhq
28
vulnerability VCID-d3dc-su6w-s3ag
29
vulnerability VCID-egc6-6pwr-fyej
30
vulnerability VCID-en5f-xtha-cyhp
31
vulnerability VCID-ev23-kazv-nkas
32
vulnerability VCID-ev84-gxjn-6bf1
33
vulnerability VCID-exym-4mq2-rkbj
34
vulnerability VCID-eyqx-7k24-zfhq
35
vulnerability VCID-f25m-udat-n3fd
36
vulnerability VCID-f3cx-k63z-7qde
37
vulnerability VCID-fggx-3rzd-8kf5
38
vulnerability VCID-g5zp-g143-a3hk
39
vulnerability VCID-g7ud-1f9c-u7bn
40
vulnerability VCID-g8er-52ns-j7b1
41
vulnerability VCID-g8ts-ghhv-33e3
42
vulnerability VCID-gg98-zkw8-5ben
43
vulnerability VCID-gh9u-ufcn-6khx
44
vulnerability VCID-hujj-6vv2-u3c2
45
vulnerability VCID-jdud-ufqp-4yg5
46
vulnerability VCID-jg5r-hv3s-kuh3
47
vulnerability VCID-k3rw-xwzv-1uer
48
vulnerability VCID-ky4u-eny7-33fy
49
vulnerability VCID-m4na-tgrp-d7fk
50
vulnerability VCID-mtqg-yga8-eqeu
51
vulnerability VCID-mzvs-ne4v-4qh7
52
vulnerability VCID-n62z-1akp-ebck
53
vulnerability VCID-ngkq-s26c-qkfj
54
vulnerability VCID-pe9p-a7nn-8bhj
55
vulnerability VCID-q4zv-syab-bbh8
56
vulnerability VCID-qgr6-bqrc-puhs
57
vulnerability VCID-qxqd-f1bw-y7h4
58
vulnerability VCID-rgug-8jmj-e7hw
59
vulnerability VCID-rsau-jvcr-uudd
60
vulnerability VCID-s3fs-8v2b-zqem
61
vulnerability VCID-sbpr-dnvt-x7eu
62
vulnerability VCID-tru4-6hk6-yydu
63
vulnerability VCID-ugta-nt2s-27fk
64
vulnerability VCID-v2nf-1526-nkbp
65
vulnerability VCID-vfgz-fss4-wbgu
66
vulnerability VCID-vgv7-xc3c-1fb3
67
vulnerability VCID-vnn5-y8ez-rub9
68
vulnerability VCID-vpyd-he5n-b3a4
69
vulnerability VCID-vqxg-mnz4-13cg
70
vulnerability VCID-wfh9-ew6v-nyhy
71
vulnerability VCID-ww95-y388-3ben
72
vulnerability VCID-x2t2-4sa6-qygs
73
vulnerability VCID-x5x3-2cyz-xbhe
74
vulnerability VCID-xn72-z6kg-q7bp
75
vulnerability VCID-y8ed-ynrx-37af
76
vulnerability VCID-yvag-32h1-yfc5
77
vulnerability VCID-yvef-kyv2-qbea
78
vulnerability VCID-yx57-74vr-rfes
resource_url http://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.0
aliases BIT-tensorflow-2021-41212, CVE-2021-41212, GHSA-fr77-rrx3-cp7g, PYSEC-2021-404, PYSEC-2021-621, PYSEC-2021-819
risk_score 4.0
exploitability 0.5
weighted_severity 8.0
resource_url http://public2.vulnerablecode.io/vulnerabilities/VCID-y7hx-h69v-wfcy
Risk_score4.5
Resource_urlhttp://public2.vulnerablecode.io/packages/pkg:pypi/tensorflow@2.7.0