tensorflow/tensorflow · Security

`CHECK_EQ` fail via input in `SparseMatrixNNZ`

GHSA ID
GHSA-g9fm-r5mm-rf9f
CVE ID
CVE-2022-41901
Severity
medium
Published
Updated
CVSS
4.8 · CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H
CVSS v3
4.8 · CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H

Description

Impact

An input sparse_matrix that is not a matrix with a shape with rank 0 will trigger a CHECK fail in tf.raw_ops.SparseMatrixNNZ.

import tensorflow as tf
tf.raw_ops.SparseMatrixNNZ(sparse_matrix=[])

Patches

We have patched the issue in GitHub commit f856d02e5322821aad155dad9b3acab1e9f5d693.

The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, 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 Kang Hong Jin

CWEs

References