Arbitrary Code Execution Affecting tensorflow-gpu package, versions [2.5.0,2.5.1) [2.4.0,2.4.3) [,2.3.4)
Snyk CVSS
Attack Complexity
Low
Scope
Changed
Confidentiality
High
Integrity
High
Availability
High
Threat Intelligence
EPSS
0.04% (11th
percentile)
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Test your applications- Snyk ID SNYK-PYTHON-TENSORFLOWGPU-1540678
- published 13 Aug 2021
- disclosed 13 Aug 2021
- credit Arjun Shibu
Introduced: 13 Aug 2021
CVE-2021-37678 Open this link in a new tabHow 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.