CVE-2021-41216

TensorFlow is an open source platform for machine learning. In affected versions the shape inference function for `Transpose` is vulnerable to a heap buffer overflow. This occurs whenever `perm` contains negative elements. The shape inference function does not validate that the indices in `perm` are all valid. 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

09 Nov 2021, 15:53

Type Values Removed Values Added
References (MISC) https://github.com/tensorflow/tensorflow/commit/c79ba87153ee343401dbe9d1954d7f79e521eb14 - (MISC) https://github.com/tensorflow/tensorflow/commit/c79ba87153ee343401dbe9d1954d7f79e521eb14 - Patch, Third Party Advisory
References (CONFIRM) https://github.com/tensorflow/tensorflow/security/advisories/GHSA-3ff2-r28g-w7h9 - (CONFIRM) https://github.com/tensorflow/tensorflow/security/advisories/GHSA-3ff2-r28g-w7h9 - Third Party Advisory
CPE cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.7.0:rc1:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.7.0:rc0:*:*:*:*:*:*
CVSS v2 : unknown
v3 : 5.5
v2 : 4.6
v3 : 7.8
CWE CWE-787

05 Nov 2021, 23:15

Type Values Removed Values Added
New CVE

Information

Published : 2021-11-05 23:15

Updated : 2023-12-10 14:09


NVD link : CVE-2021-41216

Mitre link : CVE-2021-41216

CVE.ORG link : CVE-2021-41216


JSON object : View

Products Affected

google

  • tensorflow
CWE
CWE-787

Out-of-bounds Write

CWE-120

Buffer Copy without Checking Size of Input ('Classic Buffer Overflow')