CVE Vulnerabilities

CVE-2022-41884

Always-Incorrect Control Flow Implementation

Published: Nov 18, 2022 | Modified: Nov 22, 2022
CVSS 3.x
7.5
HIGH
Source:
NVD
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
CVSS 2.x
RedHat/V2
RedHat/V3
Ubuntu

TensorFlow is an open source platform for machine learning. If a numpy array is created with a shape such that one element is zero and the others sum to a large number, an error will be raised. We have patched the issue in GitHub commit 2b56169c16e375c521a3bc8ea658811cc0793784. The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range.

Weakness

The code contains a control flow path that does not reflect the algorithm that the path is intended to implement, leading to incorrect behavior any time this path is navigated.

Affected Software

Name Vendor Start Version End Version
Tensorflow Google * 2.8.4 (excluding)
Tensorflow Google 2.9.0 (including) 2.9.3 (excluding)
Tensorflow Google 2.10.0 (including) 2.10.0 (including)

References