Staging Environment: Content and features may be unstable or change without notice.
Search for vulnerabilities
Vulnerability details: VCID-6aey-qzrr-9qdk
Vulnerability ID VCID-6aey-qzrr-9qdk
Aliases CVE-2022-41899
GHSA-27rc-728f-x5w2
Summary TensorFlow is an open source platform for machine learning. Inputs `dense_features` or `example_state_data` not of rank 2 will trigger a `CHECK` fail in `SdcaOptimizer`. We have patched the issue in GitHub commit 80ff197d03db2a70c6a111f97dcdacad1b0babfa. The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range.
Status Published
Exploitability 0.5
Weighted Severity 6.2
Risk 3.1
Affected and Fixed Packages Package Details
Weaknesses (4)
CWE-20 Improper Input Validation
CWE-617 Reachable Assertion
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 0.00187 https://api.first.org/data/v1/epss?cve=CVE-2022-41899
epss 0.00187 https://api.first.org/data/v1/epss?cve=CVE-2022-41899
epss 0.00187 https://api.first.org/data/v1/epss?cve=CVE-2022-41899
cvssv3.1_qr MODERATE https://github.com/advisories/GHSA-27rc-728f-x5w2
cvssv3.1 4.8 https://github.com/tensorflow/tensorflow
generic_textual MODERATE https://github.com/tensorflow/tensorflow
cvssv3.1 4.8 https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/sdca_internal.cc
generic_textual MODERATE https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/sdca_internal.cc
ssvc Track https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/sdca_internal.cc
cvssv3.1 4.8 https://github.com/tensorflow/tensorflow/commit/80ff197d03db2a70c6a111f97dcdacad1b0babfa
generic_textual MODERATE https://github.com/tensorflow/tensorflow/commit/80ff197d03db2a70c6a111f97dcdacad1b0babfa
ssvc Track https://github.com/tensorflow/tensorflow/commit/80ff197d03db2a70c6a111f97dcdacad1b0babfa
cvssv3.1 4.8 https://github.com/tensorflow/tensorflow/security/advisories/GHSA-27rc-728f-x5w2
cvssv3.1_qr MODERATE https://github.com/tensorflow/tensorflow/security/advisories/GHSA-27rc-728f-x5w2
generic_textual MODERATE https://github.com/tensorflow/tensorflow/security/advisories/GHSA-27rc-728f-x5w2
ssvc Track https://github.com/tensorflow/tensorflow/security/advisories/GHSA-27rc-728f-x5w2
cvssv3.1 4.8 https://nvd.nist.gov/vuln/detail/CVE-2022-41899
generic_textual MODERATE https://nvd.nist.gov/vuln/detail/CVE-2022-41899
Reference id Reference type URL
https://api.first.org/data/v1/epss?cve=CVE-2022-41899
https://github.com/tensorflow/tensorflow
https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/sdca_internal.cc
https://github.com/tensorflow/tensorflow/commit/80ff197d03db2a70c6a111f97dcdacad1b0babfa
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-27rc-728f-x5w2
https://nvd.nist.gov/vuln/detail/CVE-2022-41899
GHSA-27rc-728f-x5w2 https://github.com/advisories/GHSA-27rc-728f-x5w2
No exploits are available.
Vector: CVSS:3.1/AV:N/AC:H/PR:L/UI:R/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)

network

adjacent_network

local

physical

low

high

none

low

high

none

required

unchanged

changed

high

low

none

high

low

none

high

low

none
Vector: CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H Found at https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/sdca_internal.cc
Attack Vector (AV) Attack Complexity (AC) Privileges Required (PR) User Interaction (UI) Scope (S) Confidentiality Impact (C) Integrity Impact (I) Availability Impact (A)

network

adjacent_network

local

physical

low

high

none

low

high

none

required

unchanged

changed

high

low

none

high

low

none

high

low

none
Vector: SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:41:53Z/ Found at https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/sdca_internal.cc
Vector: CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H Found at https://github.com/tensorflow/tensorflow/commit/80ff197d03db2a70c6a111f97dcdacad1b0babfa
Attack Vector (AV) Attack Complexity (AC) Privileges Required (PR) User Interaction (UI) Scope (S) Confidentiality Impact (C) Integrity Impact (I) Availability Impact (A)

network

adjacent_network

local

physical

low

high

none

low

high

none

required

unchanged

changed

high

low

none

high

low

none

high

low

none
Vector: SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:41:53Z/ Found at https://github.com/tensorflow/tensorflow/commit/80ff197d03db2a70c6a111f97dcdacad1b0babfa
Vector: CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H Found at https://github.com/tensorflow/tensorflow/security/advisories/GHSA-27rc-728f-x5w2
Attack Vector (AV) Attack Complexity (AC) Privileges Required (PR) User Interaction (UI) Scope (S) Confidentiality Impact (C) Integrity Impact (I) Availability Impact (A)

network

adjacent_network

local

physical

low

high

none

low

high

none

required

unchanged

changed

high

low

none

high

low

none

high

low

none
Vector: SSVCv2/E:P/A:N/T:P/P:M/B:A/M:M/D:T/2025-04-22T15:41:53Z/ Found at https://github.com/tensorflow/tensorflow/security/advisories/GHSA-27rc-728f-x5w2
Vector: CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H Found at https://nvd.nist.gov/vuln/detail/CVE-2022-41899
Attack Vector (AV) Attack Complexity (AC) Privileges Required (PR) User Interaction (UI) Scope (S) Confidentiality Impact (C) Integrity Impact (I) Availability Impact (A)

network

adjacent_network

local

physical

low

high

none

low

high

none

required

unchanged

changed

high

low

none

high

low

none

high

low

none
Exploit Prediction Scoring System (EPSS)
Percentile 0.40253
EPSS Score 0.00187
Published At June 4, 2026, 12:55 p.m.
Date Actor Action Source VulnerableCode Version
2026-06-04T17:12:24.079795+00:00 Debian Importer Import https://security-tracker.debian.org/tracker/data/json 38.6.0