CVE-2021-41202

TensorFlow is an open source platform for machine learning. In affected versions while calculating the size of the output within the `tf.range` kernel, there is a conditional statement of type `int64 = condition ? int64 : double`. Due to C++ implicit conversion rules, both branches of the condition will be cast to `double` and the result would be truncated before the assignment. This result in overflows. The fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, 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:*:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.7.0:rc0:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.7.0:rc1:*:*:*:*:*:*

History

21 Nov 2024, 06:25

Type Values Removed Values Added
References () https://github.com/tensorflow/tensorflow/commit/1b0e0ec27e7895b9985076eab32445026ae5ca94 - Patch, Third Party Advisory () https://github.com/tensorflow/tensorflow/commit/1b0e0ec27e7895b9985076eab32445026ae5ca94 - Patch, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/commit/6d94002a09711d297dbba90390d5482b76113899 - Patch, Third Party Advisory () https://github.com/tensorflow/tensorflow/commit/6d94002a09711d297dbba90390d5482b76113899 - Patch, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/issues/46889 - Issue Tracking, Third Party Advisory () https://github.com/tensorflow/tensorflow/issues/46889 - Issue Tracking, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/issues/46912 - Issue Tracking, Third Party Advisory () https://github.com/tensorflow/tensorflow/issues/46912 - Issue Tracking, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-xrqm-fpgr-6hhx - Third Party Advisory () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-xrqm-fpgr-6hhx - Third Party Advisory

Information

Published : 2021-11-05 22:15

Updated : 2024-11-21 06:25


NVD link : CVE-2021-41202

Mitre link : CVE-2021-41202

CVE.ORG link : CVE-2021-41202


JSON object : View

Products Affected

google

  • tensorflow
CWE
CWE-681

Incorrect Conversion between Numeric Types