Improper Input Validation Affecting tensorflow-gpu package, versions [,2.8.4)[2.9.0,2.9.3)[2.10.0,2.10.1)[2.11.0rc0,2.11.0)


Severity

Recommended
0.0
low
0
10

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

Threat Intelligence

EPSS
0.1% (44th percentile)

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  • Snyk IDSNYK-PYTHON-TENSORFLOWGPU-3136253
  • published20 Nov 2022
  • disclosed20 Nov 2022
  • creditPattarakrit Rattankul

Introduced: 20 Nov 2022

CVE-2022-41888  (opens in a new tab)
CWE-20  (opens in a new tab)

How to fix?

Upgrade tensorflow-gpu to version 2.8.4, 2.9.3, 2.10.1, 2.11.0 or higher.

Overview

tensorflow-gpu is a machine learning framework.

Affected versions of this package are vulnerable to Improper Input Validation due to a missing check of tf.image.generate_bounding_box_proposals that receives a scores input that must be of rank 4 when running on GPU.

CVSS Scores

version 3.1