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Vulnerability details: VCID-bjcs-f4yp-skc3
Vulnerability ID VCID-bjcs-f4yp-skc3
Aliases CVE-2022-29202
GHSA-cwpm-f78v-7m5c
Summary TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implementation of `tf.ragged.constant` does not fully validate the input arguments. This results in a denial of service by consuming all available memory. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.
Status Published
Exploitability 0.5
Weighted Severity 6.2
Risk 3.1
Affected and Fixed Packages Package Details
Weaknesses (5)
CWE-1284 Improper Validation of Specified Quantity in Input
CWE-20 Improper Input Validation
CWE-400 Uncontrolled Resource Consumption
CWE-1035 OWASP Top Ten 2017 Category A9 - Using Components with Known Vulnerabilities
CWE-937 OWASP Top Ten 2013 Category A9 - Using Components with Known Vulnerabilities
System Score Found at
epss 0.00065 https://api.first.org/data/v1/epss?cve=CVE-2022-29202
epss 0.00065 https://api.first.org/data/v1/epss?cve=CVE-2022-29202
epss 0.00065 https://api.first.org/data/v1/epss?cve=CVE-2022-29202
cvssv3.1_qr MODERATE https://github.com/advisories/GHSA-cwpm-f78v-7m5c
cvssv3.1 5.5 https://github.com/tensorflow/tensorflow
generic_textual MODERATE https://github.com/tensorflow/tensorflow
cvssv3.1 5.5 https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/python/ops/ragged/ragged_factory_ops.py#L146-L239
generic_textual MODERATE https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/python/ops/ragged/ragged_factory_ops.py#L146-L239
ssvc Track https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/python/ops/ragged/ragged_factory_ops.py#L146-L239
cvssv3.1 5.5 https://github.com/tensorflow/tensorflow/commit/bd4d5583ff9c8df26d47a23e508208844297310e
generic_textual MODERATE https://github.com/tensorflow/tensorflow/commit/bd4d5583ff9c8df26d47a23e508208844297310e
ssvc Track https://github.com/tensorflow/tensorflow/commit/bd4d5583ff9c8df26d47a23e508208844297310e
cvssv3.1 5.5 https://github.com/tensorflow/tensorflow/issues/55199
generic_textual MODERATE https://github.com/tensorflow/tensorflow/issues/55199
ssvc Track https://github.com/tensorflow/tensorflow/issues/55199
cvssv3.1 5.5 https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4
generic_textual MODERATE https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4
ssvc Track https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4
cvssv3.1 5.5 https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2
generic_textual MODERATE https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2
ssvc Track https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2
cvssv3.1 5.5 https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1
generic_textual MODERATE https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1
ssvc Track https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1
cvssv3.1 5.5 https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0
generic_textual MODERATE https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0
ssvc Track https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0
cvssv3.1 5.5 https://github.com/tensorflow/tensorflow/security/advisories/GHSA-cwpm-f78v-7m5c
cvssv3.1_qr MODERATE https://github.com/tensorflow/tensorflow/security/advisories/GHSA-cwpm-f78v-7m5c
generic_textual MODERATE https://github.com/tensorflow/tensorflow/security/advisories/GHSA-cwpm-f78v-7m5c
ssvc Track https://github.com/tensorflow/tensorflow/security/advisories/GHSA-cwpm-f78v-7m5c
cvssv3.1 5.5 https://nvd.nist.gov/vuln/detail/CVE-2022-29202
generic_textual MODERATE https://nvd.nist.gov/vuln/detail/CVE-2022-29202
Reference id Reference type URL
https://api.first.org/data/v1/epss?cve=CVE-2022-29202
https://github.com/tensorflow/tensorflow
https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/python/ops/ragged/ragged_factory_ops.py#L146-L239
https://github.com/tensorflow/tensorflow/commit/bd4d5583ff9c8df26d47a23e508208844297310e
https://github.com/tensorflow/tensorflow/issues/55199
https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4
https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2
https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1
https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-cwpm-f78v-7m5c
https://nvd.nist.gov/vuln/detail/CVE-2022-29202
GHSA-cwpm-f78v-7m5c https://github.com/advisories/GHSA-cwpm-f78v-7m5c
No exploits are available.
Vector: CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H Found at https://github.com/tensorflow/tensorflow
Attack Vector (AV) Attack Complexity (AC) Privileges Required (PR) User Interaction (UI) Scope (S) Confidentiality Impact (C) Integrity Impact (I) Availability Impact (A)

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Vector: CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H Found at https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/python/ops/ragged/ragged_factory_ops.py#L146-L239
Attack Vector (AV) Attack Complexity (AC) Privileges Required (PR) User Interaction (UI) Scope (S) Confidentiality Impact (C) Integrity Impact (I) Availability Impact (A)

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Vector: SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:46:38Z/ Found at https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/python/ops/ragged/ragged_factory_ops.py#L146-L239
Vector: CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H Found at https://github.com/tensorflow/tensorflow/commit/bd4d5583ff9c8df26d47a23e508208844297310e
Attack Vector (AV) Attack Complexity (AC) Privileges Required (PR) User Interaction (UI) Scope (S) Confidentiality Impact (C) Integrity Impact (I) Availability Impact (A)

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Vector: SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:46:38Z/ Found at https://github.com/tensorflow/tensorflow/commit/bd4d5583ff9c8df26d47a23e508208844297310e
Vector: CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H Found at https://github.com/tensorflow/tensorflow/issues/55199
Attack Vector (AV) Attack Complexity (AC) Privileges Required (PR) User Interaction (UI) Scope (S) Confidentiality Impact (C) Integrity Impact (I) Availability Impact (A)

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Vector: SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:46:38Z/ Found at https://github.com/tensorflow/tensorflow/issues/55199
Vector: CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H Found at https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4
Attack Vector (AV) Attack Complexity (AC) Privileges Required (PR) User Interaction (UI) Scope (S) Confidentiality Impact (C) Integrity Impact (I) Availability Impact (A)

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Vector: SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:46:38Z/ Found at https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4
Vector: CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H Found at https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2
Attack Vector (AV) Attack Complexity (AC) Privileges Required (PR) User Interaction (UI) Scope (S) Confidentiality Impact (C) Integrity Impact (I) Availability Impact (A)

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Vector: SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:46:38Z/ Found at https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2
Vector: CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H Found at https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1
Attack Vector (AV) Attack Complexity (AC) Privileges Required (PR) User Interaction (UI) Scope (S) Confidentiality Impact (C) Integrity Impact (I) Availability Impact (A)

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Vector: SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:46:38Z/ Found at https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1
Vector: CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H Found at https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0
Attack Vector (AV) Attack Complexity (AC) Privileges Required (PR) User Interaction (UI) Scope (S) Confidentiality Impact (C) Integrity Impact (I) Availability Impact (A)

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Vector: SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:46:38Z/ Found at https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0
Vector: CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H Found at https://github.com/tensorflow/tensorflow/security/advisories/GHSA-cwpm-f78v-7m5c
Attack Vector (AV) Attack Complexity (AC) Privileges Required (PR) User Interaction (UI) Scope (S) Confidentiality Impact (C) Integrity Impact (I) Availability Impact (A)

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Vector: SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:46:38Z/ Found at https://github.com/tensorflow/tensorflow/security/advisories/GHSA-cwpm-f78v-7m5c
Vector: CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H Found at https://nvd.nist.gov/vuln/detail/CVE-2022-29202
Attack Vector (AV) Attack Complexity (AC) Privileges Required (PR) User Interaction (UI) Scope (S) Confidentiality Impact (C) Integrity Impact (I) Availability Impact (A)

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Exploit Prediction Scoring System (EPSS)
Percentile 0.20303
EPSS Score 0.00065
Published At June 4, 2026, 12:55 p.m.
Date Actor Action Source VulnerableCode Version
2026-06-04T17:12:21.947831+00:00 Debian Importer Import https://security-tracker.debian.org/tracker/data/json 38.6.0