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CVE-2022-41899

4.8 · MEDIUM

TensorFlow is an open source platform for machine learning.

Published Nov 18, 2022CWE-20EPSS 0.47%

Overview

CVE-2022-41899 is a medium-severity vulnerability. It was published on November 18, 2022 and has a CVSS 3.1 base score of 4.8 (MEDIUM).

This vulnerability has a CVSS 3.1 base score of 4.8, rated MEDIUM. 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. Inputs `dense_features` or `example_state_data` not of rank 2 will trigger a `CHECK` fail in `SdcaOptimizer`. We have patched the issue in GitHub commit 80ff197d03db2a70c6a111f97dcdacad1b0babfa. 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.

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/blob/master/tensorflow/core/kernels/sdca_internal.ccGitHubgithub.com/tensorflow/tensorflow/commit/80ff197d03db2a70c6a111f97dcdacad1b0babfaGitHubgithub.com/tensorflow/tensorflow/security/advisories/GHSA-27rc-728f-x5w2GitHubgithub.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/sdca_internal.ccGitHubgithub.com/tensorflow/tensorflow/commit/80ff197d03db2a70c6a111f97dcdacad1b0babfaGitHubgithub.com/tensorflow/tensorflow/security/advisories/GHSA-27rc-728f-x5w2

How CyberStrike helps

Frequently asked questions

What is CVE-2022-41899?

CVE-2022-41899 is a medium-severity vulnerability. It was published on November 18, 2022 and has a CVSS 3.1 base score of 4.8 (MEDIUM).

How severe is CVE-2022-41899?

This vulnerability has a CVSS 3.1 base score of 4.8, rated MEDIUM. It can be exploited remotely over the network. Some level of privileges is required for exploitation.

How do I fix or remediate CVE-2022-41899?

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-2022-41899?

CyberStrike is an open-source, AI-augmented pentesting engine. Rather than flag a version number, it tests whether an issue like CVE-2022-41899 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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