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CVE-2022-41900

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CVE-2022-41900

Published: Nov 18, 2022

Modified: Apr 22, 2025

PUBLISHED

CVSS v3.1

7.1

HIGH

Description

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.

VendorProductVersions

tensorflow

tensorflow

affected
>= 2.10.0, < 2.10.1
affected
>= 2.9.0, < 2.9.3
affected
< 2.8.4

Weaknesses (CWE)

CWE-787
CWE-125

CVSS v3.1 Details

CVSS v3.1 Vector

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

Attack Vector

Network

Attack Complexity

High

Privileges Required

Low

User Interaction

Required

Scope

Unchanged

Confidentiality

High

Integrity

High

Availability

High

References

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