Buffer Overflow Affecting tensorflow-gpu package, versions [,2.5.3) [2.6.0,2.6.3) [2.7.0,2.7.1)
Snyk CVSS
Attack Complexity
Low
Availability
High
Threat Intelligence
EPSS
0.09% (37th
percentile)
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Test your applications- Snyk ID SNYK-PYTHON-TENSORFLOWGPU-2395373
- published 6 Feb 2022
- disclosed 6 Feb 2022
- credit Unknown
Introduced: 6 Feb 2022
CVE-2022-23591 Open this link in a new tabHow to fix?
Upgrade tensorflow-gpu
to version 2.5.3, 2.6.3, 2.7.1 or higher.
Overview
tensorflow-gpu is a machine learning framework.
Affected versions of this package are vulnerable to Buffer Overflow by letting the runtime assume that the GraphDef
format does not allow recursive functions. However, a GraphDef
containing a crafted fragment with a recursive function can be consumed when loading a SavedModel
, which would lead to a stack overflow during execution.