AI Threat Alert
CVE-2022-36027
HIGHTensorFlow 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...
Full analysis pending. Showing NVD description excerpt.
Affected Systems
| Package | Ecosystem | Vulnerable Range | Patched |
|---|---|---|---|
| tensorflow | pip | — | No patch |
| tensorflow | pip | — | No patch |
| tensorflow | pip | — | No patch |
| tensorflow | pip | — | No patch |
| tensorflow | pip | — | No patch |
| tensorflow | pip | — | No patch |
| tensorflow | pip | — | No patch |
Severity & Risk
Recommended Action
No patch available
Monitor for updates. Consider compensating controls or temporary mitigations.
Compliance Impact
Compliance analysis pending. Sign in for full compliance mapping when available.
Technical Details
NVD 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.
Weaknesses (CWE)
CVSS Vector
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H References
- github.com/tensorflow/tensorflow/commit/aa0b852a4588cea4d36b74feb05d93055540b450 Patch 3rd Party
- github.com/tensorflow/tensorflow/issues/53767 Exploit 3rd Party
- github.com/tensorflow/tensorflow/security/advisories/GHSA-79h2-q768-fpxr 3rd Party
- github.com/tensorflow/tensorflow/commit/aa0b852a4588cea4d36b74feb05d93055540b450 Patch 3rd Party
- github.com/tensorflow/tensorflow/issues/53767 Exploit 3rd Party
- github.com/tensorflow/tensorflow/security/advisories/GHSA-79h2-q768-fpxr 3rd Party