cve.bz

CVE-2022-41899

7.5 highEPSS 0.5%

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.

Severity

CVSS 3.1

7.5 high
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
EPSS
0.5% chance of exploitation in the next 30 days; higher than 42% of CVEs (scores of 2026-10-31)
CWEs
CWE-617, CWE-20
Published
Modified
Record from
the NVD, synced

Affected

Packages (OSV)

AdvisoryEcosystemPackageAffectedFixed in
GHSA-27rc-728f-x5w2PyPItensorflow<2.8.42.8.4
GHSA-27rc-728f-x5w2PyPItensorflow>=2.9.0 <2.9.32.9.3
GHSA-27rc-728f-x5w2PyPItensorflow>=2.10.0 <2.10.12.10.1
GHSA-27rc-728f-x5w2PyPItensorflow-cpu<2.8.42.8.4
GHSA-27rc-728f-x5w2PyPItensorflow-gpu<2.8.42.8.4
GHSA-27rc-728f-x5w2PyPItensorflow-cpu>=2.9.0 <2.9.32.9.3
GHSA-27rc-728f-x5w2PyPItensorflow-gpu>=2.9.0 <2.9.32.9.3
GHSA-27rc-728f-x5w2PyPItensorflow-cpu>=2.10.0 <2.10.12.10.1
GHSA-27rc-728f-x5w2PyPItensorflow-gpu>=2.10.0 <2.10.12.10.1
PYSEC-2026-3086PyPItensorflow<2.8.4
>=2.9.0 <2.9.3
>=2.10.0 <2.10.1		2.8.4, 2.9.3, 2.10.1
PYSEC-2026-3264PyPItensorflow-cpu<2.8.4
>=2.9.0 <2.9.3
>=2.10.0 <2.10.1		2.8.4, 2.9.3, 2.10.1
PYSEC-2026-941PyPItensorflow-gpu<2.8.4
>=2.9.0 <2.9.3
>=2.10.0 <2.10.1		2.8.4, 2.9.3, 2.10.1

References

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