CVE-2021-41197

TensorFlow is an open source platform for machine learning. In affected versions TensorFlow allows tensor to have a large number of dimensions and each dimension can be as large as desired. However, the total number of elements in a tensor must fit within an `int64_t`. If an overflow occurs, `MultiplyWithoutOverflow` would return a negative result. In the majority of TensorFlow codebase this then results in a `CHECK`-failure. Newer constructs exist which return a `Status` instead of crashing the binary. This is similar to CVE-2021-29584. 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:*:*:*:*:*:*:*:*

History

21 Nov 2024, 06:25

Type Values Removed Values Added
References () https://github.com/tensorflow/tensorflow/commit/7c1692bd417eb4f9b33ead749a41166d6080af85 - Patch, Third Party Advisory () https://github.com/tensorflow/tensorflow/commit/7c1692bd417eb4f9b33ead749a41166d6080af85 - Patch, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/commit/a871989d7b6c18cdebf2fb4f0e5c5b62fbc19edf - Patch, Third Party Advisory () https://github.com/tensorflow/tensorflow/commit/a871989d7b6c18cdebf2fb4f0e5c5b62fbc19edf - Patch, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/commit/d81b1351da3e8c884ff836b64458d94e4a157c15 - Patch, Third Party Advisory () https://github.com/tensorflow/tensorflow/commit/d81b1351da3e8c884ff836b64458d94e4a157c15 - Patch, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/issues/46890 - Exploit, Third Party Advisory () https://github.com/tensorflow/tensorflow/issues/46890 - Exploit, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/issues/51908 - Exploit, Third Party Advisory () https://github.com/tensorflow/tensorflow/issues/51908 - Exploit, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-prcg-wp5q-rv7p - Patch, Third Party Advisory () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-prcg-wp5q-rv7p - Patch, Third Party Advisory

Information

Published : 2021-11-05 20:15

Updated : 2024-11-21 06:25


NVD link : CVE-2021-41197

Mitre link : CVE-2021-41197

CVE.ORG link : CVE-2021-41197


JSON object : View

Products Affected

google

  • tensorflow
CWE
CWE-190

Integer Overflow or Wraparound