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Vulnerability · Published Feb 4, 2022 · Assigned by GitHub_M

CVE-2022-23562Integer overflow in Tensorflow

High 7.6

In plain English

A high-severity integer overflow 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 0.6% (higher than 48% of all known vulnerabilities). Fixed versions are available - upgrade the affected package.

Severity (CVSS 3.1)7.6High
Exploit odds (30 days)0.6%top 52.0% of all CVEs
Exploited in the wildNo reportsCISA SSVC: none
Attack toolingNoneno public tooling known

Official description

Tensorflow is an Open Source Machine Learning Framework. The implementation of `Range` suffers from integer overflows. These can trigger undefined behavior or, in some scenarios, extremely large allocations. 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-qx3f-p745-w4hr
PyPItensorflow2.6.3GHSA-qx3f-p745-w4hr
PyPItensorflow2.7.1GHSA-qx3f-p745-w4hr
PyPItensorflow2.5.3, 2.6.3, 2.7.1PYSEC-2026-3232
PyPItensorflow-cpu2.6.3GHSA-qx3f-p745-w4hr
PyPItensorflow-cpu2.7.1GHSA-qx3f-p745-w4hr
PyPItensorflow-cpu2.5.3, 2.6.3PYSEC-2022-71
PyPItensorflow-cpu2.5.3GHSA-qx3f-p745-w4hr
PyPItensorflow-gpu2.7.1GHSA-qx3f-p745-w4hr
PyPItensorflow-gpu2.5.3, 2.6.3PYSEC-2022-126
PyPItensorflow-gpu2.5.3GHSA-qx3f-p745-w4hr
PyPItensorflow-gpu2.6.3GHSA-qx3f-p745-w4hr

Affected products (as reported)

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

Weakness: CWE-190 · Vector: CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:H

References