AI and data stack advisories

Severe, 6 weeks1498Projects326

1498 severe, 6 weeks · 326 projects

TensorFlowGHSA-cqvq-fvhr-v6hc

`CHECK` failure in `SobolSample` via missing validation

TensorFlow

Published Nov 21, 2022 · updated Dec 4, 2024

Low
Fix: upgrade to 2.8.4 or later (3 fixed versions below)
GitHub advisory

Impact

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

```python

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](https://github.com/tensorflow/tensorflow/commit/c65c67f88ad770662e8f191269a907bf2b94b1bf) and [02400ea266bd811fc016a848445de1bbff3a23a0](https://github.com/tensorflow/tensorflow/commit/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](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) 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

Affected versions

PackageAffectedFixed in
tensorflow
PyPI
< 2.8.42.8.4
>= 2.9.0, < 2.9.32.9.3
>= 2.10.0, < 2.10.12.10.1
Details and references

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