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  5. CVE-2022-23595

CVE-2022-23595: Null pointer dereference in TensorFlow

February 9, 2022 (updated November 13, 2024)

When building an XLA compilation cache, if default settings are used, TensorFlow triggers a null pointer dereference:

string allowed_gpus =
flr->config_proto()->gpu_options().visible_device_list();

In the default scenario, all devices are allowed, so flr->config_proto is nullptr.

References

  • github.com/advisories/GHSA-fpcp-9h7m-ffpx
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-103.yaml
  • github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-158.yaml
  • github.com/tensorflow/tensorflow
  • github.com/tensorflow/tensorflow/blob/274df9b02330b790aa8de1cee164b70f72b9b244/tensorflow/compiler/jit/xla_platform_info.cc
  • github.com/tensorflow/tensorflow/commit/e21af685e1828f7ca65038307df5cc06de4479e8
  • github.com/tensorflow/tensorflow/security/advisories/GHSA-fpcp-9h7m-ffpx
  • nvd.nist.gov/vuln/detail/CVE-2022-23595

Code Behaviors & Features

Detect and mitigate CVE-2022-23595 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-476: NULL Pointer Dereference

Source file

pypi/tensorflow-cpu/CVE-2022-23595.yml

Spotted a mistake? Edit the file on GitLab.

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