Vulnerability Description
TensorFlow is an open source platform for machine learning. When converting transposed convolutions using per-channel weight quantization the converter segfaults and crashes the Python process. We have patched the issue in GitHub commit aa0b852a4588cea4d36b74feb05d93055540b450. The fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range. There are no known workarounds for this issue.
CVSS Score
MEDIUM
Affected Products
| Vendor | Product | Versions |
|---|---|---|
| Tensorflow | < 2.7.2 |
Related Weaknesses (CWE)
References
- https://github.com/tensorflow/tensorflow/commit/aa0b852a4588cea4d36b74feb05d9305PatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/issues/53767ExploitThird Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-79h2-q768-fpxrThird Party Advisory
- https://github.com/tensorflow/tensorflow/commit/aa0b852a4588cea4d36b74feb05d9305PatchThird Party Advisory
- https://github.com/tensorflow/tensorflow/issues/53767ExploitThird Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-79h2-q768-fpxrThird Party Advisory
FAQ
What is CVE-2022-36027?
CVE-2022-36027 is a vulnerability with a CVSS score of 5.9 (MEDIUM). TensorFlow is an open source platform for machine learning. When converting transposed convolutions using per-channel weight quantization the converter segfaults and crashes the Python process. We hav...
How severe is CVE-2022-36027?
CVE-2022-36027 has been rated MEDIUM with a CVSS base score of 5.9/10. Review the CVSS metrics above for detailed severity breakdown.
Is there a patch for CVE-2022-36027?
Check the references section above for vendor advisories and patch information. Affected products include: Google Tensorflow.