Integer Overflow or Wraparound 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
1.01% (85th percentile)

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  • Snyk IDSNYK-PYTHON-TENSORFLOWGPU-2395453
  • published7 Feb 2022
  • disclosed7 Feb 2022
  • creditWang Xuan of Qihoo 360 AIVul Team

Introduced: 7 Feb 2022

CVE-2022-23558  (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 or Wraparound via a maliciously crafted TFLite model that would cause an integer overflow in the TfLiteIntArrayCreate function. The TfLiteIntArrayGetSizeInBytes function, which is called from TfLiteIntArrayCreate, returns an int instead of a size_t. The user controlled variable computed_size (a variable inside the TfLiteIntArrayGetSizeInBytes function) can overflow the size of the int datatype.

CVSS Scores

version 3.1