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Vulnerability · Published Feb 4, 2022 · Assigned by GitHub_M

CVE-2022-23586Multiple `CHECK`-fails in `function.cc` in Tensorflow

Medium 6.5

In plain English

A medium-severity security flaw in tensorflow from tensorflow. Proof-of-concept exploit code is public. The chance it is exploited in the next 30 days is estimated at 0.8% (higher than 57% of all known vulnerabilities). Fixed versions are available - upgrade the affected package.

Severity (CVSS 3.1)6.5Medium
Exploit odds (30 days)0.8%top 43.0% of all CVEs
Exploited in the wildNo reportsCISA SSVC: poc
Attack toolingNoneno public tooling known

Official description

Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a denial of service by altering a `SavedModel` such that assertions in `function.cc` would be falsified and crash the Python interpreter. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.

Affected packages & fixed versions

EcosystemPackageFixed inAdvisory
PyPItensorflow2.5.3GHSA-43jf-985q-588j
PyPItensorflow2.6.3GHSA-43jf-985q-588j
PyPItensorflow2.7.1GHSA-43jf-985q-588j
PyPItensorflow2.5.3, 2.6.3, 2.7.1PYSEC-2026-3096
PyPItensorflow-cpu2.6.3GHSA-43jf-985q-588j
PyPItensorflow-cpu2.7.1GHSA-43jf-985q-588j
PyPItensorflow-cpu2.5.3, 2.6.3PYSEC-2022-95
PyPItensorflow-cpu2.5.3GHSA-43jf-985q-588j
PyPItensorflow-gpu2.7.1GHSA-43jf-985q-588j
PyPItensorflow-gpu2.5.3, 2.6.3PYSEC-2022-150
PyPItensorflow-gpu2.5.3GHSA-43jf-985q-588j
PyPItensorflow-gpu2.6.3GHSA-43jf-985q-588j

Affected products (as reported)

VendorProductVersions
tensorflow tensorflow < 2.5.3>= 2.6.0, < 2.6.3>= 2.7.0, < 2.7.1

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

References