CVE-2022-41890

TensorFlow is an open source platform for machine learning. If `BCast::ToShape` is given input larger than an `int32`, it will crash, despite being supposed to handle up to an `int64`. An example can be seen in `tf.experimental.numpy.outer` by passing in large input to the input `b`. We have patched the issue in GitHub commit 8310bf8dd188ff780e7fc53245058215a05bdbe5. 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.
Configurations

Configuration 1 (hide)

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

History

21 Nov 2024, 07:24

Type Values Removed Values Added
CVSS v2 : unknown
v3 : 7.5
v2 : unknown
v3 : 4.8
References () https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/util/bcast.h - Third Party Advisory () https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/util/bcast.h - Third Party Advisory
References () https://github.com/tensorflow/tensorflow/commit/8310bf8dd188ff780e7fc53245058215a05bdbe5 - Patch, Third Party Advisory () https://github.com/tensorflow/tensorflow/commit/8310bf8dd188ff780e7fc53245058215a05bdbe5 - Patch, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-h246-cgh4-7475 - Exploit, Patch, Third Party Advisory () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-h246-cgh4-7475 - Exploit, Patch, Third Party Advisory

Information

Published : 2022-11-18 22:15

Updated : 2024-11-21 07:24


NVD link : CVE-2022-41890

Mitre link : CVE-2022-41890

CVE.ORG link : CVE-2022-41890


JSON object : View

Products Affected

google

  • tensorflow
CWE
CWE-704

Incorrect Type Conversion or Cast