Overflow and uncaught divide by zero in Tensorflow

Impact

The implementation of UnravelIndex is vulnerable to a division by zero caused by an integer overflow bug:

import tensorflow as tf

tf.raw_ops.UnravelIndex(indices=-0x100000,dims=[0x100000,0x100000])

Patches

We have patched the issue in GitHub commit 58b34c6c8250983948b5a781b426f6aa01fd47af.

The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.

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 Yu Tian of Qihoo 360 AIVul Team.