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CVE-2021-29616: Null dereference in Grappler's `TrySimplify`

May 21, 2021 (updated November 13, 2024)

The implementation of TrySimplify has undefined behavior due to dereferencing a null pointer in corner cases that result in optimizing a node with no inputs.

References

  • github.com/advisories/GHSA-4hvv-7x94-7vq8
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-544.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-742.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-253.yaml
  • github.com/tensorflow/tensorflow
  • github.com/tensorflow/tensorflow/commit/e6340f0665d53716ef3197ada88936c2a5f7a2d3
  • github.com/tensorflow/tensorflow/security/advisories/GHSA-4hvv-7x94-7vq8
  • nvd.nist.gov/vuln/detail/CVE-2021-29616

Code Behaviors & Features

Detect and mitigate CVE-2021-29616 with GitLab Dependency Scanning

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Affected versions

All versions before 2.1.4, all versions starting from 2.2.0 before 2.2.3, all versions starting from 2.3.0 before 2.3.3, all versions starting from 2.4.0 before 2.4.2

Fixed versions

  • 2.1.4
  • 2.2.3
  • 2.3.3
  • 2.4.2

Solution

Upgrade to versions 2.1.4, 2.2.3, 2.3.3, 2.4.2 or above.

Impact 7.8 HIGH

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

Learn more about CVSS

Weakness

  • CWE-476: NULL Pointer Dereference

Source file

pypi/tensorflow/CVE-2021-29616.yml

Spotted a mistake? Edit the file on GitLab.

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