CVE-2022-23572

Tensorflow is an Open Source Machine Learning Framework. Under certain scenarios, TensorFlow can fail to specialize a type during shape inference. This case is covered by the `DCHECK` function however, `DCHECK` is a no-op in production builds and an assertion failure in debug builds. In the first case execution proceeds to the `ValueOrDie` line. This results in an assertion failure as `ret` contains an error `Status`, not a value. In the second case we also get a crash due to the assertion failure. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, and TensorFlow 2.6.3, as these are also affected and still in supported range.
Configurations

Configuration 1 (hide)

OR cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.7.0:*:*:*:*:*:*:*

History

21 Nov 2024, 06:48

Type Values Removed Values Added
References () https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/framework/shape_inference.cc#L168-L174 - Exploit, Third Party Advisory () https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/framework/shape_inference.cc#L168-L174 - Exploit, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/commit/cb164786dc891ea11d3a900e90367c339305dc7b - Patch, Third Party Advisory () https://github.com/tensorflow/tensorflow/commit/cb164786dc891ea11d3a900e90367c339305dc7b - Patch, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-rww7-2gpw-fv6j - Patch, Third Party Advisory () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-rww7-2gpw-fv6j - Patch, Third Party Advisory

13 Jul 2023, 14:28

Type Values Removed Values Added
CWE CWE-754 CWE-617

Information

Published : 2022-02-04 23:15

Updated : 2024-11-21 06:48


NVD link : CVE-2022-23572

Mitre link : CVE-2022-23572

CVE.ORG link : CVE-2022-23572


JSON object : View

Products Affected

google

  • tensorflow
CWE
CWE-754

Improper Check for Unusual or Exceptional Conditions

CWE-617

Reachable Assertion