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`CHECK` failure in `SobolSample` via missing validation

Low severity GitHub Reviewed Published Nov 18, 2022 in tensorflow/tensorflow • Updated Jan 9, 2023

Package

pip tensorflow (pip)

Affected versions

< 2.8.4
>= 2.9.0, < 2.9.3
>= 2.10.0, < 2.10.1

Patched versions

2.8.4
2.9.3
2.10.1
pip tensorflow-cpu (pip)
< 2.8.4
>= 2.9.0, < 2.9.3
>= 2.10.0, < 2.10.1
2.8.4
2.9.3
2.10.1
pip tensorflow-gpu (pip)
< 2.8.4
>= 2.9.0, < 2.9.3
>= 2.10.0, < 2.10.1
2.8.4
2.9.3
2.10.1

Description

Impact

Another instance of CVE-2022-35935, where SobolSample is vulnerable to a denial of service via assumed scalar inputs, was found and fixed.

import tensorflow as tf
tf.raw_ops.SobolSample(dim=tf.constant([1,0]), num_results=tf.constant([1]), skip=tf.constant([1]))

Patches

We have patched the issue in GitHub commits c65c67f88ad770662e8f191269a907bf2b94b1bf and 02400ea266bd811fc016a848445de1bbff3a23a0

The fix will be included in TensorFlow 2.11. We will also cherrypick both commits on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range. TensorFlow 2.7.4 will have the first commit cherrypicked.

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:

  • Kang Hong Jin from Singapore Management University
  • Neophytos Christou, Secure Systems Labs, Brown University
  • 刘力源, Information System & Security and Countermeasures Experiments Center, Beijing Institute of Technology
  • Pattarakrit Rattankul

References

@pak-laura pak-laura published to tensorflow/tensorflow Nov 18, 2022
Published to the GitHub Advisory Database Nov 21, 2022
Reviewed Nov 21, 2022
Last updated Jan 9, 2023

Severity

Low

Weaknesses

No CWEs

CVE ID

No known CVE

GHSA ID

GHSA-cqvq-fvhr-v6hc

Source code

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