Integer 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
medium
0
10

CVSS assessment by Snyk's Security Team. Learn more

Threat Intelligence

EPSS
0.45% (63rd percentile)

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  • Snyk IDSNYK-PYTHON-TENSORFLOWGPU-2392671
  • published3 Feb 2022
  • disclosed3 Feb 2022
  • creditFaysal Hossain Shezan

Introduced: 3 Feb 2022

CVE-2022-23567  (opens in a new tab)
CWE-190  (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 Integer Overflow in sparse component-wise ops implementation. This can be used to trigger large allocations or CHECK-fails when building new TensorShape object.

CVSS Base Scores

version 3.1