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CVE-2021-29594: Division by zero in TFLite's convolution code

May 21, 2021 (updated October 31, 2024)

TFLite’s convolution code has multiple division where the divisor is controlled by the user and not checked to be non-zero. For example:

const int input_size = NumElements(input) / SizeOfDimension(input, 0);

References

  • github.com/advisories/GHSA-3qgw-p4fm-x7gf
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-522.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-720.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-231.yaml
  • github.com/tensorflow/tensorflow
  • github.com/tensorflow/tensorflow/blob/09c73bca7d648e961dd05898292d91a8322a9d45/tensorflow/lite/kernels/conv.cc
  • github.com/tensorflow/tensorflow/commit/ff489d95a9006be080ad14feb378f2b4dac35552
  • github.com/tensorflow/tensorflow/security/advisories/GHSA-3qgw-p4fm-x7gf
  • nvd.nist.gov/vuln/detail/CVE-2021-29594

Code Behaviors & Features

Detect and mitigate CVE-2021-29594 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-369: Divide By Zero

Source file

pypi/tensorflow-gpu/CVE-2021-29594.yml

Spotted a mistake? Edit the file on GitLab.

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