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


0.0
low

Snyk CVSS

    Attack Complexity High
    User Interaction Required

    Threat Intelligence

    EPSS 0.07% (29th percentile)
Expand this section
NVD
7.5 high

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  • Snyk ID SNYK-PYTHON-TENSORFLOW-3136252
  • published 20 Nov 2022
  • disclosed 20 Nov 2022
  • credit Pattarakrit Rattankul

How to fix?

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

Overview

tensorflow 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.