CVE-2022-29204

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.UnsortedSegmentJoin` 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 assumes `num_segments` is a positive scalar but there is no validation. Since this value is used to allocate the output tensor, a negative value would result in a `CHECK`-failure (assertion failure), as per TFSA-2021-198. 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

02 Jun 2022, 19:27

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:rc1:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.8.0:rc1:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.8.0:-:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.9.0:rc1:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.9.0:rc0:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.7.0:rc0:*:*:*:*:*:*
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/v2.6.4 - (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/v2.7.2 - (MISC) https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2 - Release Notes, Third Party Advisory
References (MISC) https://github.com/tensorflow/tensorflow/commit/20cb18724b0bf6c09071a3f53434c4eec53cc147 - (MISC) https://github.com/tensorflow/tensorflow/commit/20cb18724b0bf6c09071a3f53434c4eec53cc147 - Patch, Third Party Advisory
References (MISC) https://github.com/tensorflow/tensorflow/commit/84563f265f28b3c36a15335c8b005d405260e943 - (MISC) https://github.com/tensorflow/tensorflow/commit/84563f265f28b3c36a15335c8b005d405260e943 - Patch, Third Party Advisory
References (CONFIRM) https://github.com/tensorflow/tensorflow/security/advisories/GHSA-hx9q-2mx4-m4pg - (CONFIRM) https://github.com/tensorflow/tensorflow/security/advisories/GHSA-hx9q-2mx4-m4pg - Exploit, Patch, 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/blob/master/tensorflow/security/advisory/tfsa-2021-198.md - (MISC) https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2021-198.md - Patch, Third Party Advisory
References (MISC) https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/unsorted_segment_join_op.cc#L83-L14 - (MISC) https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/unsorted_segment_join_op.cc#L83-L14 - Third Party Advisory
CVSS v2 : unknown
v3 : unknown
v2 : 2.1
v3 : 5.5
CWE CWE-20

20 May 2022, 23:15

Type Values Removed Values Added
New CVE

Information

Published : 2022-05-20 23:15

Updated : 2024-02-04 22:29


NVD link : CVE-2022-29204

Mitre link : CVE-2022-29204

CVE.ORG link : CVE-2022-29204


JSON object : View

Products Affected

google

  • tensorflow
CWE
CWE-20

Improper Input Validation

CWE-191

Integer Underflow (Wrap or Wraparound)