cve.bz

CVE-2022-23572

6.5 mediumEPSS 1.0%

Medium (6.5) in google tensorflow. EPSS 1.0% chance of exploitation in the next 30 days. Fixed in tensorflow 2.5.3, 2.6.3, 2.7.1.

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.

Severity

CVSS 3.1

6.5 medium
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
EPSS
1.0% chance of exploitation in the next 30 days; higher than 62% of CVEs (scores of 2026-10-31)
CWEs
CWE-617, CWE-754
Published
Modified
Record from
the NVD, synced

Affected

Packages (OSV)

AdvisoryEcosystemPackageAffectedFixed in
GHSA-rww7-2gpw-fv6jPyPItensorflow<2.5.32.5.3
GHSA-rww7-2gpw-fv6jPyPItensorflow>=2.6.0 <2.6.32.6.3
GHSA-rww7-2gpw-fv6jPyPItensorflow>=2.7.0 <2.7.12.7.1
GHSA-rww7-2gpw-fv6jPyPItensorflow-cpu<2.5.32.5.3
GHSA-rww7-2gpw-fv6jPyPItensorflow-cpu>=2.6.0 <2.6.32.6.3
GHSA-rww7-2gpw-fv6jPyPItensorflow-cpu>=2.7.0 <2.7.12.7.1
GHSA-rww7-2gpw-fv6jPyPItensorflow-gpu<2.5.32.5.3
GHSA-rww7-2gpw-fv6jPyPItensorflow-gpu>=2.6.0 <2.6.32.6.3
GHSA-rww7-2gpw-fv6jPyPItensorflow-gpu>=2.7.0 <2.7.12.7.1
PYSEC-2022-136PyPItensorflow-gpu<2.5.3
>=2.6.0 <2.6.3		2.5.3, 2.6.3
PYSEC-2022-81PyPItensorflow-cpu<2.5.3
>=2.6.0 <2.6.3		2.5.3, 2.6.3
PYSEC-2026-3241PyPItensorflow<2.5.3
>=2.6.0 <2.6.3
>=2.7.0 <2.7.1		2.5.3, 2.6.3, 2.7.1

References

Check your stackJSON