CVE-2021-29517

TensorFlow is an end-to-end open source platform for machine learning. A malicious user could trigger a division by 0 in `Conv3D` implementation. The implementation(https://github.com/tensorflow/tensorflow/blob/42033603003965bffac51ae171b51801565e002d/tensorflow/core/kernels/conv_ops_3d.cc#L143-L145) does a modulo operation based on user controlled input. Thus, when `filter` has a 0 as the fifth element, this results in a division by 0. Additionally, if the shape of the two tensors is not valid, an Eigen assertion can be triggered, resulting in a program crash. The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, 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:*:*:*:*:*:*:*:*

History

20 May 2021, 16:27

Type Values Removed Values Added
References (CONFIRM) https://github.com/tensorflow/tensorflow/security/advisories/GHSA-772p-x54p-hjrv - (CONFIRM) https://github.com/tensorflow/tensorflow/security/advisories/GHSA-772p-x54p-hjrv - Exploit, Patch, Third Party Advisory
References (MISC) https://github.com/tensorflow/tensorflow/commit/799f835a3dfa00a4d852defa29b15841eea9d64f - (MISC) https://github.com/tensorflow/tensorflow/commit/799f835a3dfa00a4d852defa29b15841eea9d64f - Patch, Third Party Advisory
CPE cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
CVSS v2 : unknown
v3 : unknown
v2 : 2.1
v3 : 5.5

14 May 2021, 20:56

Type Values Removed Values Added
CWE CWE-369

14 May 2021, 20:15

Type Values Removed Values Added
New CVE

Information

Published : 2021-05-14 20:15

Updated : 2023-12-10 13:55


NVD link : CVE-2021-29517

Mitre link : CVE-2021-29517

CVE.ORG link : CVE-2021-29517


JSON object : View

Products Affected

google

  • tensorflow
CWE
CWE-369

Divide By Zero