CVE-2022-23574

Tensorflow is an Open Source Machine Learning Framework. There is a typo in TensorFlow's `SpecializeType` which results in heap OOB read/write. Due to a typo, `arg` is initialized to the `i`th mutable argument in a loop where the loop index is `j`. Hence it is possible to assign to `arg` from outside the vector of arguments. Since this is a mutable proto value, it allows both read and write to outside of bounds data. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, and TensorFlow 2.6.3, 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:2.7.0:*:*:*:*:*:*:*

History

10 Feb 2022, 15:45

Type Values Removed Values Added
CPE cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.7.0:*:*:*:*:*:*:*
First Time Google tensorflow
Google
CVSS v2 : unknown
v3 : unknown
v2 : 6.5
v3 : 8.8
References (CONFIRM) https://github.com/tensorflow/tensorflow/security/advisories/GHSA-77gp-3h4r-6428 - (CONFIRM) https://github.com/tensorflow/tensorflow/security/advisories/GHSA-77gp-3h4r-6428 - Patch, Third Party Advisory
References (MISC) https://github.com/tensorflow/tensorflow/commit/0657c83d08845cc434175934c642299de2c0f042 - (MISC) https://github.com/tensorflow/tensorflow/commit/0657c83d08845cc434175934c642299de2c0f042 - Patch, Third Party Advisory
References (MISC) https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/framework/full_type_util.cc#L81-L102 - (MISC) https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/framework/full_type_util.cc#L81-L102 - Exploit, Third Party Advisory

04 Feb 2022, 23:28

Type Values Removed Values Added
New CVE

Information

Published : 2022-02-04 23:15

Updated : 2023-12-10 14:09


NVD link : CVE-2022-23574

Mitre link : CVE-2022-23574

CVE.ORG link : CVE-2022-23574


JSON object : View

Products Affected

google

  • tensorflow
CWE
CWE-125

Out-of-bounds Read

CWE-787

Out-of-bounds Write