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  5. CVE-2022-23569

CVE-2022-23569: `CHECK`-fails when building invalid tensor shapes in Tensorflow

February 9, 2022 (updated November 13, 2024)

Multiple operations in TensorFlow can be used to trigger a denial of service via CHECK-fails (i.e., assertion failures). This is similar to TFSA-2021-198 (CVE-2021-41197) and has similar fixes.

References

  • github.com/advisories/GHSA-qj5r-f9mv-rffh
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-78.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-133.yaml
  • github.com/tensorflow/tensorflow
  • github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2021-198.md
  • github.com/tensorflow/tensorflow/security/advisories/GHSA-qj5r-f9mv-rffh
  • nvd.nist.gov/vuln/detail/CVE-2022-23569

Code Behaviors & Features

Detect and mitigate CVE-2022-23569 with GitLab Dependency Scanning

Secure your software supply chain by verifying that all open source dependencies used in your projects contain no disclosed vulnerabilities. Dependency Scanning using SBOM also detects vulnerabilities from proprietary advisories that this site does not include. Learn more about Dependency Scanning using SBOM →

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 6.5 MEDIUM

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

Learn more about CVSS

Weakness

  • CWE-617: Reachable Assertion

Source file

pypi/tensorflow/CVE-2022-23569.yml

Spotted a mistake? Edit the file on GitLab.

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