Arbitrary Code Execution Affecting tensorflow-gpu package, versions [2.5.0,2.5.1)[2.4.0,2.4.3)[,2.3.4)


Severity

Recommended
0.0
critical
0
10

CVSS assessment made by Snyk's Security Team. Learn more

Threat Intelligence

EPSS
0.04% (15th percentile)

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  • Snyk IDSNYK-PYTHON-TENSORFLOWGPU-1540678
  • published13 Aug 2021
  • disclosed13 Aug 2021
  • creditArjun Shibu

Introduced: 13 Aug 2021

CVE-2021-37678  (opens in a new tab)
CWE-502  (opens in a new tab)

How to fix?

Upgrade tensorflow-gpu to version 2.5.1, 2.4.3, 2.3.4 or higher.

Overview

tensorflow-gpu is a machine learning framework.

Affected versions of this package are vulnerable to Arbitrary Code Execution. TensorFlow and Keras can be tricked to perform arbitrary code execution when deserializing a Keras model from YAML format. The implementation uses yaml.unsafe_load which can perform arbitrary code execution on the input.

References

CVSS Scores

version 3.1