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

13 Jul 2023, 14:28

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

10 Feb 2022, 16:17

Type Values Removed Values Added
CVSS v2 : unknown
v3 : unknown
v2 : 4.0
v3 : 6.5
CPE cpe:2.3:a:google:tensorflow:2.7.0:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
References (CONFIRM) https://github.com/tensorflow/tensorflow/security/advisories/GHSA-rww7-2gpw-fv6j - (CONFIRM) https://github.com/tensorflow/tensorflow/security/advisories/GHSA-rww7-2gpw-fv6j - Patch, Third Party Advisory
References (MISC) https://github.com/tensorflow/tensorflow/commit/cb164786dc891ea11d3a900e90367c339305dc7b - (MISC) https://github.com/tensorflow/tensorflow/commit/cb164786dc891ea11d3a900e90367c339305dc7b - Patch, Third Party Advisory
References (MISC) https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/framework/shape_inference.cc#L168-L174 - (MISC) https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/framework/shape_inference.cc#L168-L174 - Exploit, Third Party Advisory

04 Feb 2022, 23:28

Type Values Removed Values Added
New CVE

Information

Published : 2022-02-04 23:15

Updated : 2024-02-04 22:08


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-617

Reachable Assertion

CWE-754

Improper Check for Unusual or Exceptional Conditions