CVE-2022-23580

Tensorflow is an Open Source Machine Learning Framework. During shape inference, TensorFlow can allocate a large vector based on a value from a tensor controlled by the user. 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.
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-400 CWE-1284

10 Feb 2022, 01:30

Type Values Removed Values Added
References (MISC) https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/framework/shape_inference.cc#L788-L790 - (MISC) https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/framework/shape_inference.cc#L788-L790 - Exploit, Third Party Advisory
References (MISC) https://github.com/tensorflow/tensorflow/commit/1361fb7e29449629e1df94d44e0427ebec8c83c7 - (MISC) https://github.com/tensorflow/tensorflow/commit/1361fb7e29449629e1df94d44e0427ebec8c83c7 - Patch, Third Party Advisory
References (CONFIRM) https://github.com/tensorflow/tensorflow/security/advisories/GHSA-627q-g293-49q7 - (CONFIRM) https://github.com/tensorflow/tensorflow/security/advisories/GHSA-627q-g293-49q7 - Patch, Third Party Advisory
CVSS v2 : unknown
v3 : unknown
v2 : 5.0
v3 : 6.5
CPE cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.7.0:*:*:*:*:*:*:*
First Time Google tensorflow
Google

04 Feb 2022, 23:28

Type Values Removed Values Added
New CVE

Information

Published : 2022-02-04 23:15

Updated : 2023-12-10 14:09


NVD link : CVE-2022-23580

Mitre link : CVE-2022-23580

CVE.ORG link : CVE-2022-23580


JSON object : View

Products Affected

google

  • tensorflow
CWE
CWE-1284

Improper Validation of Specified Quantity in Input

CWE-400

Uncontrolled Resource Consumption