CVE-2022-41900 HIGH

CVE-2022-41900: FractionalMaxPool and FractionalAVGPool heap out-of-bounds acess in Tensorflow

Vendor Tensorflow
Product tensorflow
Weakness CWE-787
Published November 18, 2022
Last update April 22, 2025
View on NVD All CVEs

CVSS base score

7.1/10
Attack vector Network
Attack complexity High
Privileges required Low
User interaction Required
Confidentiality High
Integrity High

CVSS vector

CVSS:3.1/AV:N/AC:H/PR:L/UI:R/S:U/C:H/I:H/A:H

What the vulnerability does

01Description

TensorFlow is an open source platform for machine learning. The security vulnerability results in FractionalMax(AVG)Pool with illegal pooling_ratio. Attackers using Tensorflow can exploit the vulnerability. They can access heap memory which is not in the control of user, leading to a crash or remote code execution. We have patched the issue in GitHub commit 216525144ee7c910296f5b05d214ca1327c9ce48. The fix will be included in TensorFlow 2.11.0. We will also cherry pick this commit on TensorFlow 2.10.1.

Key dates

02Disclosure timeline

November 18, 2022 CVE published
April 22, 2025 Record updated