Heap-based Buffer Overflow Affecting tensorflow package, versions [,2.8.4) [2.9.0,2.9.3) [2.10.0,2.10.1)


Severity

Recommended
0.0
high
0
10

CVSS assessment made by Snyk's Security Team

    Threat Intelligence

    EPSS
    0.14% (51st percentile)

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  • Snyk ID SNYK-PYTHON-TENSORFLOW-3136515
  • published 22 Nov 2022
  • disclosed 21 Nov 2022
  • credit Unknown

How to fix?

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

Overview

tensorflow is a machine learning framework.

Affected versions of this package are vulnerable to Heap-based Buffer Overflow in QuantizeAndDequantizeV2, via the MakeGrapplerFunctionItem function, if the inputs are greater than or equal to the sizes of outputs.

References

CVSS Scores

version 3.1
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Snyk

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

NVD

9.1 critical