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CVE-2022-23591

7.5 · HIGH

Tensorflow is an Open Source Machine Learning Framework.

Published Feb 4, 2022CWE-400EPSS 0.80%

Overview

CVE-2022-23591 is a high-severity vulnerability. It was published on February 4, 2022 and has a CVSS 3.1 base score of 7.5 (HIGH).

This vulnerability has a CVSS 3.1 base score of 7.5, rated HIGH. It can be exploited remotely over the network. No authentication or special privileges are required for exploitation.

Technical description

Tensorflow is an Open Source Machine Learning Framework. The `GraphDef` format in TensorFlow does not allow self recursive functions. The runtime assumes that this invariant is satisfied. However, a `GraphDef` containing a fragment such as the following can be consumed when loading a `SavedModel`. This would result in a stack overflow during execution as resolving each `NodeDef` means resolving the function itself and its nodes. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, 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/commit/448a16182065bd08a202d9057dd8ca541e67996cGitHubgithub.com/tensorflow/tensorflow/security/advisories/GHSA-247x-2f9f-5wp7GitHubgithub.com/tensorflow/tensorflow/commit/448a16182065bd08a202d9057dd8ca541e67996cGitHubgithub.com/tensorflow/tensorflow/security/advisories/GHSA-247x-2f9f-5wp7

How CyberStrike helps

Frequently asked questions

What is CVE-2022-23591?

CVE-2022-23591 is a high-severity vulnerability. It was published on February 4, 2022 and has a CVSS 3.1 base score of 7.5 (HIGH).

How severe is CVE-2022-23591?

This vulnerability has a CVSS 3.1 base score of 7.5, rated HIGH. It can be exploited remotely over the network. No authentication or special privileges are required for exploitation.

How do I fix or remediate CVE-2022-23591?

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-2022-23591?

CyberStrike is an open-source, AI-augmented pentesting engine. Rather than flag a version number, it tests whether an issue like CVE-2022-23591 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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