Improper Input Validation Affecting tensorflow package, versions [, 2.1.4) [2.2.0, 2.2.3) [2.3.0, 2.3.3) [2.4.0, 2.4.2)


Severity

Recommended
0.0
low
0
10

CVSS assessment made by Snyk's Security Team

    Threat Intelligence

    EPSS
    0.05% (22nd percentile)

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  • Snyk ID SNYK-PYTHON-TENSORFLOW-1296416
  • published 24 May 2021
  • disclosed 21 May 2021
  • credit Unknown

How to fix?

Upgrade tensorflow to version 2.1.4, 2.2.3, 2.3.3, 2.4.2 or higher.

Overview

tensorflow is a machine learning framework.

Affected versions of this package are vulnerable to Improper Input Validation due to reference binding to null in ParameterizedTruncatedNormal. An attacker can trigger undefined behavior by binding to null pointer in tf.raw_ops.ParameterizedTruncatedNormal:

References

CVSS Scores

version 3.1
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Snyk

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

NVD

7.8 high