Buffer Overflow Affecting tensorflow-gpu package, versions [,2.5.3)[2.6.0,2.6.3)[2.7.0,2.7.1)


Severity

Recommended
0.0
high
0
10

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

Threat Intelligence

EPSS
0.09% (40th percentile)

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  • Snyk IDSNYK-PYTHON-TENSORFLOWGPU-2395373
  • published6 Feb 2022
  • disclosed6 Feb 2022
  • creditUnknown

Introduced: 6 Feb 2022

CVE-2022-23591  (opens in a new tab)
CWE-400  (opens in a new tab)

How 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.

References

CVSS Scores

version 3.1