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  5. CVE-2022-23562

CVE-2022-23562: Integer overflow in Tensorflow

February 9, 2022 (updated November 13, 2024)

The implementation of Range suffers from integer overflows. These can trigger undefined behavior or, in some scenarios, extremely large allocations.

References

  • github.com/advisories/GHSA-qx3f-p745-w4hr
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-71.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-126.yaml
  • github.com/tensorflow/tensorflow
  • github.com/tensorflow/tensorflow/commit/f0147751fd5d2ff23251149ebad9af9f03010732
  • github.com/tensorflow/tensorflow/issues/52676
  • github.com/tensorflow/tensorflow/pull/51733
  • github.com/tensorflow/tensorflow/security/advisories/GHSA-qx3f-p745-w4hr
  • nvd.nist.gov/vuln/detail/CVE-2022-23562

Code Behaviors & Features

Detect and mitigate CVE-2022-23562 with GitLab Dependency Scanning

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Affected versions

All versions before 2.5.3, all versions starting from 2.6.0 before 2.6.3, all versions starting from 2.7.0 before 2.7.1, version 2.7.0

Fixed versions

  • 2.5.3
  • 2.6.3
  • 2.7.1

Solution

Upgrade to versions 2.5.3, 2.6.3, 2.7.1 or above.

Impact 8.8 HIGH

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

Learn more about CVSS

Weakness

  • CWE-190: Integer Overflow or Wraparound

Source file

pypi/tensorflow-cpu/CVE-2022-23562.yml

Spotted a mistake? Edit the file on GitLab.

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