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CVE-2022-41900

7.1 · HIGH

TensorFlow is an open source platform for machine learning.

Published Nov 18, 2022CWE-125EPSS 0.63%

Overview

CVE-2022-41900 is a high-severity vulnerability. It was published on November 18, 2022 and has a CVSS 3.1 base score of 7.1 (HIGH).

This vulnerability has a CVSS 3.1 base score of 7.1, rated HIGH. It can be exploited remotely over the network. Some level of privileges is required for exploitation.

Technical 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.

Remediation

Check the references section for vendor advisories, patches, and mitigation guidance. If immediate patching is not possible, review the CVSS vector to understand the attack surface and apply compensating controls such as network segmentation or access restrictions.

References

GitHubgithub.com/tensorflow/tensorflow/commit/216525144ee7c910296f5b05d214ca1327c9ce48GitHubgithub.com/tensorflow/tensorflow/security/advisories/GHSA-xvwp-h6jv-7472GitHubgithub.com/tensorflow/tensorflow/commit/216525144ee7c910296f5b05d214ca1327c9ce48GitHubgithub.com/tensorflow/tensorflow/security/advisories/GHSA-xvwp-h6jv-7472

How CyberStrike helps

Frequently asked questions

What is CVE-2022-41900?

CVE-2022-41900 is a high-severity vulnerability. It was published on November 18, 2022 and has a CVSS 3.1 base score of 7.1 (HIGH).

How severe is CVE-2022-41900?

This vulnerability has a CVSS 3.1 base score of 7.1, rated HIGH. It can be exploited remotely over the network. Some level of privileges is required for exploitation.

How do I fix or remediate CVE-2022-41900?

Check the references section for vendor advisories, patches, and mitigation guidance. If immediate patching is not possible, review the CVSS vector to understand the attack surface and apply compensating controls such as network segmentation or access restrictions.

How can CyberStrike help with CVE-2022-41900?

CyberStrike is an open-source, AI-augmented pentesting engine. Rather than flag a version number, it tests whether an issue like CVE-2022-41900 is actually reachable in your own applications and APIs, then verifies each finding before reporting it. That tells you if the weakness is a real, exploitable risk in your environment or a false positive you can safely deprioritize.

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