CVE-2021-41225

TensorFlow is an open source platform for machine learning. In affected versions TensorFlow's Grappler optimizer has a use of unitialized variable. If the `train_nodes` vector (obtained from the saved model that gets optimized) does not contain a `Dequeue` node, then `dequeue_node` is left unitialized. 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
CVSS v2 : 2.1
v3 : 7.8
v2 : 2.1
v3 : 5.5
References () https://github.com/tensorflow/tensorflow/commit/68867bf01239d9e1048f98cbad185bf4761bedd3 - Patch, Third Party Advisory () https://github.com/tensorflow/tensorflow/commit/68867bf01239d9e1048f98cbad185bf4761bedd3 - Patch, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-7r94-xv9v-63jw - Exploit, Patch, Third Party Advisory () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-7r94-xv9v-63jw - Exploit, Patch, Third Party Advisory

Information

Published : 2021-11-05 23:15

Updated : 2024-11-21 06:25


NVD link : CVE-2021-41225

Mitre link : CVE-2021-41225

CVE.ORG link : CVE-2021-41225


JSON object : View

Products Affected

google

  • tensorflow
CWE
CWE-908

Use of Uninitialized Resource