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


0.0
critical

Snyk CVSS

    Attack Complexity Low
    Scope Changed
    Confidentiality High
    Integrity High
    Availability High

    Threat Intelligence

    EPSS 0.04% (11th percentile)
Expand this section
NVD
8.8 high

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  • Snyk ID SNYK-PYTHON-TENSORFLOWGPU-1540678
  • published 13 Aug 2021
  • disclosed 13 Aug 2021
  • credit Arjun Shibu

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