CVE-2022-36005

TensorFlow is an open source platform for machine learning. When `tf.quantization.fake_quant_with_min_max_vars_gradient` receives input `min` or `max` that is nonscalar, it gives a `CHECK` fail that can trigger a denial of service attack. We have patched the issue in GitHub commit f3cf67ac5705f4f04721d15e485e192bb319feed. The fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range. There are no known workarounds 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:*:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.10:rc0:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.10:rc1:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.10:rc2:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:2.10:rc3:*:*:*:*:*:*

History

21 Nov 2024, 07:12

Type Values Removed Values Added
References () https://github.com/tensorflow/tensorflow/commit/f3cf67ac5705f4f04721d15e485e192bb319feed - Patch, Third Party Advisory () https://github.com/tensorflow/tensorflow/commit/f3cf67ac5705f4f04721d15e485e192bb319feed - Patch, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-r26c-679w-mrjm - Third Party Advisory () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-r26c-679w-mrjm - Third Party Advisory
CVSS v2 : unknown
v3 : 7.5
v2 : unknown
v3 : 5.9

Information

Published : 2022-09-16 23:15

Updated : 2024-11-21 07:12


NVD link : CVE-2022-36005

Mitre link : CVE-2022-36005

CVE.ORG link : CVE-2022-36005


JSON object : View

Products Affected

google

  • tensorflow
CWE
CWE-617

Reachable Assertion