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CVE-2022-29209: Access of Resource Using Incompatible Type ('Type Confusion')

May 24, 2022

TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the macros that TensorFlow uses for writing assertions (e.g., CHECK_LT, CHECK_GT, etc.) have an incorrect logic when comparing size_t and int values. Due to type conversion rules, several of the macros would trigger incorrectly. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.

References

  • github.com/advisories/GHSA-f4rr-5m7v-wxcw
  • github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/platform/default/logging.h
  • github.com/tensorflow/tensorflow/commit/b917181c29b50cb83399ba41f4d938dc369109a1
  • github.com/tensorflow/tensorflow/issues/55530
  • github.com/tensorflow/tensorflow/pull/55730
  • github.com/tensorflow/tensorflow/releases/tag/v2.6.4
  • github.com/tensorflow/tensorflow/releases/tag/v2.7.2
  • github.com/tensorflow/tensorflow/releases/tag/v2.8.1
  • github.com/tensorflow/tensorflow/releases/tag/v2.9.0
  • github.com/tensorflow/tensorflow/security/advisories/GHSA-f4rr-5m7v-wxcw
  • nvd.nist.gov/vuln/detail/CVE-2022-29209

Code Behaviors & Features

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Affected versions

All versions before 2.6.4, all versions starting from 2.7.0 before 2.7.2, all versions starting from 2.8.0 before 2.8.1

Fixed versions

  • 2.6.4
  • 2.7.2
  • 2.8.1

Solution

Upgrade to versions 2.6.4, 2.7.2, 2.8.1 or above.

Impact 5.5 MEDIUM

CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H

Learn more about CVSS

Weakness

  • CWE-843: Access of Resource Using Incompatible Type ('Type Confusion')

Source file

pypi/tensorflow-cpu/CVE-2022-29209.yml

Spotted a mistake? Edit the file on GitLab.

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