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  5. CVE-2021-29590

CVE-2021-29590: Heap OOB read in TFLite's implementation of `Minimum` or `Maximum`

May 21, 2021 (updated November 13, 2024)

The implementations of the Minimum and Maximum TFLite operators can be used to read data outside of bounds of heap allocated objects, if any of the two input tensor arguments are empty.

References

  • github.com/advisories/GHSA-24x6-8c7m-hv3f
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-518.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-716.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-227.yaml
  • github.com/tensorflow/tensorflow
  • github.com/tensorflow/tensorflow/blob/0d45ea1ca641b21b73bcf9c00e0179cda284e7e7/tensorflow/lite/kernels/internal/reference/maximum_minimum.h
  • github.com/tensorflow/tensorflow/commit/953f28dca13c92839ba389c055587cfe6c723578
  • github.com/tensorflow/tensorflow/security/advisories/GHSA-24x6-8c7m-hv3f
  • nvd.nist.gov/vuln/detail/CVE-2021-29590

Code Behaviors & Features

Detect and mitigate CVE-2021-29590 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 7.1 HIGH

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

Learn more about CVSS

Weakness

  • CWE-125: Out-of-bounds Read

Source file

pypi/tensorflow-cpu/CVE-2021-29590.yml

Spotted a mistake? Edit the file on GitLab.

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