CVE-2022-41900

Public Exploit
FractionalMaxPool and FractionalAVGPool heap out-of-bounds acess in Tensorflow

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.

Category

7.1
CVSS
Severity: High
CVSS 3.1 •
EPSS 2.22% Top 20%
Third-Party Advisory github.com Third-Party Advisory github.com
Affected: tensorflow tensorflow
Published at:
Updated at:

References

Link Tags
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-xvwp-h6jv-7472 exploit third party advisory patch
https://github.com/tensorflow/tensorflow/commit/216525144ee7c910296f5b05d214ca1327c9ce48 third party advisory patch

Frequently Asked Questions

What is the severity of CVE-2022-41900?
CVE-2022-41900 has been scored as a high severity vulnerability.
How to fix CVE-2022-41900?
To fix CVE-2022-41900, make sure you are using an up-to-date version of the affected component(s) by checking the vendor release notes. As for now, there are no other specific guidelines available.
Is CVE-2022-41900 being actively exploited in the wild?
It is possible that CVE-2022-41900 is being exploited or will be exploited in a near future based on public information. According to its EPSS score, there is a ~2% probability that this vulnerability will be exploited by malicious actors in the next 30 days.
What software or system is affected by CVE-2022-41900?
CVE-2022-41900 affects tensorflow tensorflow.
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