CVE-2022-29196

TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implementation of `tf.raw_ops.Conv3DBackpropFilterV2` does not fully validate the input arguments. This results in a `CHECK`-failure which can be used to trigger a denial of service attack. The code does not validate that the `filter_sizes` argument is a vector. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.
Configurations

Configuration 1 (hide)

OR 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:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.8.0:-:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.8.0:rc0:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.8.0:rc1:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.9.0:rc0:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.9.0:rc1:*:*:*:*:*:*

History

21 Jul 2023, 16:41

Type Values Removed Values Added
CWE CWE-20 CWE-1284

26 May 2022, 23:44

Type Values Removed Values Added
CPE cpe:2.3:a:google:tensorflow:2.8.0:rc0:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.7.0:rc0:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.7.0:rc1:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.9.0:rc1:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.8.0:rc1:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.9.0:rc0:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.8.0:-:*:*:*:*:*:*
CVSS v2 : unknown
v3 : unknown
v2 : 2.1
v3 : 5.5
References (CONFIRM) https://github.com/tensorflow/tensorflow/security/advisories/GHSA-5v77-j66x-4c4g - (CONFIRM) https://github.com/tensorflow/tensorflow/security/advisories/GHSA-5v77-j66x-4c4g - Exploit, Patch, Third Party Advisory
References (MISC) https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4 - (MISC) https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4 - Release Notes, Third Party Advisory
References (MISC) https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0 - (MISC) https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0 - Release Notes, Third Party Advisory
References (MISC) https://github.com/tensorflow/tensorflow/commit/174c5096f303d5be7ed2ca2662b08371bff4ab88 - (MISC) https://github.com/tensorflow/tensorflow/commit/174c5096f303d5be7ed2ca2662b08371bff4ab88 - Patch, Third Party Advisory
References (MISC) https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1 - (MISC) https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1 - Release Notes, Third Party Advisory
References (MISC) https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2 - (MISC) https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2 - Release Notes, Third Party Advisory
References (MISC) https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/conv_grad_ops_3d.cc - (MISC) https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/conv_grad_ops_3d.cc - Third Party Advisory

20 May 2022, 22:59

Type Values Removed Values Added
New CVE

Information

Published : 2022-05-20 22:16

Updated : 2024-02-04 22:29


NVD link : CVE-2022-29196

Mitre link : CVE-2022-29196

CVE.ORG link : CVE-2022-29196


JSON object : View

Products Affected

google

  • tensorflow
CWE
CWE-1284

Improper Validation of Specified Quantity in Input

CWE-20

Improper Input Validation