Improper Input Validation Affecting tensorflow-cpu package, versions [,2.6.4) [2.7.0,2.7.2) [2.8.0,2.8.1) [2.9.0rc0, 2.9.0)


Severity

Recommended
0.0
medium
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-TENSORFLOWCPU-2841425
  • published 22 May 2022
  • disclosed 22 May 2022
  • credit Neophytos Christou

How to fix?

Upgrade tensorflow-cpu to version 2.6.4, 2.7.2, 2.8.1, 2.9.0 or higher.

Overview

tensorflow-cpu is a machine learning framework.

Affected versions of this package are vulnerable to Improper Input Validation because the implementation of tf.raw_ops.SparseTensorDenseAdd does not fully validate the input arguments. In this case, a reference gets bound to a nullptr during kernel execution which is an undefined behavior.

CVSS Scores

version 3.1
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Snyk

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

NVD

5.5 medium