CVE-2021-41211

TensorFlow is an open source platform for machine learning. In affected versions the shape inference code for `QuantizeV2` can trigger a read outside of bounds of heap allocated array. This occurs whenever `axis` is a negative value less than `-1`. In this case, we are accessing data before the start of a heap buffer. The code allows `axis` to be an optional argument (`s` would contain an `error::NOT_FOUND` error code). Otherwise, it assumes that `axis` is a valid index into the dimensions of the `input` tensor. If `axis` is less than `-1` then this results in a heap OOB read. The fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, as this version is the only one that is also affected.
Configurations

Configuration 1 (hide)

cpe:2.3:a:google:tensorflow:2.6.0:*:*:*:*:*:*:*

History

21 Nov 2024, 06:25

Type Values Removed Values Added
References () https://github.com/tensorflow/tensorflow/commit/a0d64445116c43cf46a5666bd4eee28e7a82f244 - Patch, Third Party Advisory () https://github.com/tensorflow/tensorflow/commit/a0d64445116c43cf46a5666bd4eee28e7a82f244 - Patch, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-cvgx-3v3q-m36c - Exploit, Third Party Advisory () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-cvgx-3v3q-m36c - Exploit, Third Party Advisory

Information

Published : 2021-11-05 21:15

Updated : 2024-11-21 06:25


NVD link : CVE-2021-41211

Mitre link : CVE-2021-41211

CVE.ORG link : CVE-2021-41211


JSON object : View

Products Affected

google

  • tensorflow
CWE
CWE-125

Out-of-bounds Read