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)


Severity

Recommended
0.0
low
0
10

CVSS assessment made by Snyk's Security Team

    Threat Intelligence

    EPSS
    0.1% (43rd percentile)

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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.

CVSS Scores

version 3.1
Expand this section

Snyk

Recommended
2.6 low
  • Attack Vector (AV)
    Network
  • Attack Complexity (AC)
    High
  • Privileges Required (PR)
    Low
  • User Interaction (UI)
    Required
  • Scope (S)
    Unchanged
  • Confidentiality (C)
    None
  • Integrity (I)
    None
  • Availability (A)
    Low
Expand this section

NVD

7.5 high