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Division by 0 in `ResourceScatterDiv`

Low
mihaimaruseac published GHSA-ch4f-829c-v5pw Aug 11, 2021

Package

pip tensorflow, tensorflow-cpu, tensorflow-gpu (pip)

Affected versions

< 2.6.0

Patched versions

2.3.4, 2.4.3,2.5.1

Description

Impact

The implementation of tf.raw_ops.ResourceScatterDiv is vulnerable to a division by 0 error:

import tensorflow as tf

v= tf.Variable([1,2,3])
tf.raw_ops.ResourceScatterDiv(
  resource=v.handle,
  indices=[1],
  updates=[0])

The implementation uses a common class for all binary operations but fails to treat the division by 0 case separately.

Patches

We have patched the issue in GitHub commit 4aacb30888638da75023e6601149415b39763d76.

The fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, 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 members of the Aivul Team from Qihoo 360.

Severity

Low

CVE ID

CVE-2021-37642

Weaknesses

No CWEs