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
high
0
10

CVSS assessment by Snyk's Security Team. Learn more

Threat Intelligence

EPSS
0.52% (66th percentile)

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  • Snyk IDSNYK-PYTHON-TENSORFLOWGPU-2395341
  • published6 Feb 2022
  • disclosed6 Feb 2022
  • creditWang Xuan

Introduced: 6 Feb 2022

CVE-2022-23559  (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. An attacker can craft a TFLite model that would cause this issue, due to the fact that both embedding_size and lookup_size are products of values provided by the user. Therefore, a malicious user could trigger overflows in the multiplication. In certain scenarios, this can then result in heap OOB read/write.

CVSS Base Scores

version 3.1