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Vulnerability · Published Sep 16, 2022 · Assigned by GitHub_M

CVE-2022-35941`CHECK` failure in `AvgPoolOp` in Tensorflow

Medium 5.9

In plain English

A medium-severity security flaw in tensorflow from tensorflow. There are no confirmed reports of exploitation so far. The chance it is exploited in the next 30 days is estimated at 0.7% (higher than 54% of all known vulnerabilities). Fixed versions are available - upgrade the affected package.

Severity (CVSS 3.1)5.9Medium
Exploit odds (30 days)0.7%top 45.9% of all CVEs
Exploited in the wildNo reportsCISA SSVC: none
Attack toolingNoneno public tooling known

Official description

TensorFlow is an open source platform for machine learning. The `AvgPoolOp` function takes an argument `ksize` that must be positive but is not checked. A negative `ksize` can trigger a `CHECK` failure and crash the program. We have patched the issue in GitHub commit 3a6ac52664c6c095aa2b114e742b0aa17fdce78f. The fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range. There are no known workarounds to this issue.

Affected packages & fixed versions

EcosystemPackageFixed inAdvisory
PyPItensorflow2.9.2GHSA-mgmh-g2v6-mqw5
PyPItensorflow2.8.1GHSA-mgmh-g2v6-mqw5
PyPItensorflow2.7.2GHSA-mgmh-g2v6-mqw5
PyPItensorflow2.7.2, 2.8.1, 2.9.2PYSEC-2026-3215
PyPItensorflow-cpu2.7.2, 2.8.1, 2.9.2PYSEC-2026-3351
PyPItensorflow-cpu2.7.2GHSA-mgmh-g2v6-mqw5
PyPItensorflow-cpu2.8.1GHSA-mgmh-g2v6-mqw5
PyPItensorflow-cpu2.9.2GHSA-mgmh-g2v6-mqw5
PyPItensorflow-gpu2.9.2GHSA-mgmh-g2v6-mqw5
PyPItensorflow-gpu2.7.2, 2.8.1, 2.9.2PYSEC-2026-1019
PyPItensorflow-gpu2.8.1GHSA-mgmh-g2v6-mqw5
PyPItensorflow-gpu2.7.2GHSA-mgmh-g2v6-mqw5

Affected products (as reported)

VendorProductVersions
tensorflow tensorflow < 2.7.2>= 2.8.0, < 2.8.1>= 2.9.0, < 2.9.1

Weakness: CWE-617 · Vector: CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:N/I:N/A:H

References