Fluid Attacks Database

Description

TensorFlow has Null Pointer Error in RandomShuffle with XLA enable

Impact

NPE in RandomShuffle with XLA enable

import tensorflow as tf

func = tf.raw_ops.RandomShuffle
para = {'value': 1e+20, 'seed': -4294967297, 'seed2': -2147483649}

@tf.function(jit_compile=True)
def test():
   y = func(**para)...

Patches

We have patched the issue in GitHub commit 728113a3be690facad6ce436660a0bc1858017fa.

The fix will be included in TensorFlow 2.12.0. We will also cherrypick this commit on TensorFlow 2.11.1

For more information

Please consult our security guide for more information regarding the security model and how to contact us with issues and questions.

Attribution

This vulnerability has been reported by r3pwnx

Mitigation

Update Impact

Minimal update. May introduce new vulnerabilities or breaking changes.

Ecosystem	Component	Affected version	Patched versions
pypi	tensorflow-cpu	>=0 <2.11.1	2.11.1
pypi	tensorflow	>=0 <2.11.1	2.11.1
pypi	tensorflow-gpu	>=0 <2.11.1	2.11.1

Aliases

1. CVE-2023-256742. NVD-2023-256743. OSV-2023-256744. GHSA-gf97-q72m-75795. GCVE-2023-25674

References

1. https://github.com/tensorflow/tensorflow/security/advisories/GHSA-gf97-q72m-75792. https://github.com/tensorflow/tensorflow/commit/728113a3be690facad6ce436660a0bc1858017fa

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