Buffer Overflow Affecting tensorflow package, versions [2.7.0rc1,2.7.0) [2.6.0rc0,2.6.1) [2.5.0rc0,2.5.2) [,2.4.4)


Severity

Recommended
0.0
high
0
10

CVSS assessment made by Snyk's Security Team

    Threat Intelligence

    EPSS
    0.05% (19th percentile)

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  • Snyk ID SNYK-PYTHON-TENSORFLOW-1912579
  • published 7 Nov 2021
  • disclosed 7 Nov 2021
  • credit Unknown

How to fix?

Upgrade tensorflow to version 2.7.0, 2.6.1, 2.5.2, 2.4.4 or higher.

Overview

tensorflow is a machine learning framework.

Affected versions of this package are vulnerable to Buffer Overflow. The implementation of SparseFillEmptyRows can be made to trigger a heap OOB access, whenever the size of indices does not match the size of values.

References

CVSS Scores

version 3.1
Expand this section

Snyk

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

NVD

7.1 high