Improper Input Validation Affecting tensorflow-gpu package, versions [,2.6.4)[2.7.0,2.7.2)[2.8.0,2.8.1)[2.9.0rc0, 2.9.0)


Severity

Recommended
0.0
medium
0
10

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

Threat Intelligence

EPSS
0.1% (43rd percentile)

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  • Snyk IDSNYK-PYTHON-TENSORFLOWGPU-2841426
  • published22 May 2022
  • disclosed22 May 2022
  • creditNeophytos Christou

Introduced: 22 May 2022

CVE-2022-29206  (opens in a new tab)
CWE-20  (opens in a new tab)

How to fix?

Upgrade tensorflow-gpu to version 2.6.4, 2.7.2, 2.8.1, 2.9.0 or higher.

Overview

tensorflow-gpu is a machine learning framework.

Affected versions of this package are vulnerable to Improper Input Validation because the implementation of tf.raw_ops.SparseTensorDenseAdd does not fully validate the input arguments. In this case, a reference gets bound to a nullptr during kernel execution which is an undefined behavior.

CVSS Scores

version 3.1