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CVE-2021-41222: Segfault due to negative splits in `SplitV`

November 10, 2021 (updated November 13, 2024)

The implementation of SplitV can trigger a segfault is an attacker supplies negative arguments:

import tensorflow as tf

tf.raw_ops.SplitV(
value=tf.constant([]),
size_splits=[-1, -2]
,axis=0,
num_split=2)

This occurs whenever size_splits contains more than one value and at least one value is negative.

References

  • github.com/advisories/GHSA-cpf4-wx82-gxp6
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-631.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-829.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-414.yaml
  • github.com/tensorflow/tensorflow
  • github.com/tensorflow/tensorflow/commit/25d622ffc432acc736b14ca3904177579e733cc6
  • github.com/tensorflow/tensorflow/security/advisories/GHSA-cpf4-wx82-gxp6
  • nvd.nist.gov/vuln/detail/CVE-2021-41222

Code Behaviors & Features

Detect and mitigate CVE-2021-41222 with GitLab Dependency Scanning

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Affected versions

All versions before 2.4.4, all versions starting from 2.5.0 before 2.5.2, all versions starting from 2.6.0 before 2.6.1

Fixed versions

  • 2.6.1
  • 2.5.2
  • 2.4.4

Solution

Upgrade to versions 2.4.4, 2.5.2, 2.6.1 or above.

Impact 5.5 MEDIUM

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

Learn more about CVSS

Weakness

  • CWE-682: Incorrect Calculation

Source file

pypi/tensorflow-gpu/CVE-2021-41222.yml

Spotted a mistake? Edit the file on GitLab.

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