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CVE-2022-23592

8.1 · HIGH

Tensorflow is an Open Source Machine Learning Framework.

Published Feb 4, 2022CWE-125EPSS 0.86%

Overview

CVE-2022-23592 is a high-severity vulnerability. It was published on February 4, 2022 and has a CVSS 3.1 base score of 8.1 (HIGH).

This vulnerability has a CVSS 3.1 base score of 8.1, 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 Machine Learning Framework. TensorFlow's type inference can cause a heap out of bounds read as the bounds checking is done in a `DCHECK` (which is a no-op during production). An attacker can control the `input_idx` variable such that `ix` would be larger than the number of values in `node_t.args`. The fix will be included in TensorFlow 2.8.0. This is the only affected version.

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/274df9b02330b790aa8de1cee164b70f72b9b244/tensorflow/core/graph/graph.cc#L223-L229GitHubgithub.com/tensorflow/tensorflow/commit/c99d98cd189839dcf51aee94e7437b54b31f8abdGitHubgithub.com/tensorflow/tensorflow/security/advisories/GHSA-vq36-27g6-p492GitHubgithub.com/tensorflow/tensorflow/blob/274df9b02330b790aa8de1cee164b70f72b9b244/tensorflow/core/graph/graph.cc#L223-L229GitHubgithub.com/tensorflow/tensorflow/commit/c99d98cd189839dcf51aee94e7437b54b31f8abdGitHubgithub.com/tensorflow/tensorflow/security/advisories/GHSA-vq36-27g6-p492

How CyberStrike helps

Frequently asked questions

What is CVE-2022-23592?

CVE-2022-23592 is a high-severity vulnerability. It was published on February 4, 2022 and has a CVSS 3.1 base score of 8.1 (HIGH).

How severe is CVE-2022-23592?

This vulnerability has a CVSS 3.1 base score of 8.1, 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-2022-23592?

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-2022-23592?

CyberStrike is an open-source, AI-augmented pentesting engine. Rather than flag a version number, it tests whether an issue like CVE-2022-23592 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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