Integer Overflow or Wraparound Affecting tensorflow-gpu package, versions [,2.12.0)


Severity

Recommended
0.0
high
0
10

CVSS assessment by Snyk's Security Team. Learn more

Threat Intelligence

EPSS
0.03% (9th percentile)

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  • Snyk IDSNYK-PYTHON-TENSORFLOWGPU-7574702
  • published31 Jul 2024
  • disclosed30 Jul 2024
  • creditdmc1778

Introduced: 30 Jul 2024

CVE-2023-33976  (opens in a new tab)
CWE-190  (opens in a new tab)

How to fix?

Upgrade tensorflow-gpu to version 2.12.0 or higher.

Overview

tensorflow-gpu is a machine learning framework.

Affected versions of this package are vulnerable to Integer Overflow or Wraparound due to the array_ops.upper_bound function. An attacker can cause a denial of service by providing input that is not a rank 2 tensor.

CVSS Base Scores

version 4.0
version 3.1