cve.bz

CVE-2022-41901

7.5 highEPSS 0.5%

High (7.5) in google tensorflow. EPSS 0.5% chance of exploitation in the next 30 days. Fixed in tensorflow 2.10.1, 2.8.4, 2.9.3.

TensorFlow is an open source platform for machine learning. An input `sparse_matrix` that is not a matrix with a shape with rank 0 will trigger a `CHECK` fail in `tf.raw_ops.SparseMatrixNNZ`. We have patched the issue in GitHub commit f856d02e5322821aad155dad9b3acab1e9f5d693. 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-g9fm-r5mm-rf9fPyPItensorflow<2.8.42.8.4
GHSA-g9fm-r5mm-rf9fPyPItensorflow>=2.9.0 <2.9.32.9.3
GHSA-g9fm-r5mm-rf9fPyPItensorflow>=2.10.0 <2.10.12.10.1
GHSA-g9fm-r5mm-rf9fPyPItensorflow-cpu<2.8.42.8.4
GHSA-g9fm-r5mm-rf9fPyPItensorflow-gpu<2.8.42.8.4
GHSA-g9fm-r5mm-rf9fPyPItensorflow-cpu>=2.9.0 <2.9.32.9.3
GHSA-g9fm-r5mm-rf9fPyPItensorflow-gpu>=2.9.0 <2.9.32.9.3
GHSA-g9fm-r5mm-rf9fPyPItensorflow-cpu>=2.10.0 <2.10.12.10.1
GHSA-g9fm-r5mm-rf9fPyPItensorflow-gpu>=2.10.0 <2.10.12.10.1
PYSEC-2026-3185PyPItensorflow<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-2026-3328PyPItensorflow-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-2026-997PyPItensorflow-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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