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  5. CVE-2022-23571

CVE-2022-23571: Reachable Assertion in Tensorflow

February 9, 2022 (updated November 13, 2024)

When decoding a tensor from protobuf, a TensorFlow process can encounter cases where a CHECK assertion is invalidated based on user controlled arguments, if the tensors have an invalid dtype and 0 elements or an invalid shape. This allows attackers to cause denial of services in TensorFlow processes.

References

  • github.com/advisories/GHSA-j3mj-fhpq-qqjj
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-80.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-135.yaml
  • github.com/tensorflow/tensorflow
  • github.com/tensorflow/tensorflow/commit/5b491cd5e41ad63735161cec9c2a568172c8b6a3
  • github.com/tensorflow/tensorflow/security/advisories/GHSA-j3mj-fhpq-qqjj
  • nvd.nist.gov/vuln/detail/CVE-2022-23571

Code Behaviors & Features

Detect and mitigate CVE-2022-23571 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 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-2022-23571.yml

Spotted a mistake? Edit the file on GitLab.

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