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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

Secure your software supply chain by verifying that all open source dependencies used in your projects contain no disclosed vulnerabilities. Dependency Scanning using SBOM also detects vulnerabilities from proprietary advisories that this site does not include. Learn more about Dependency Scanning using SBOM →

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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