CVE-2022-36027
When converting transposed convolutions using per-channel weight quantization the converter segfaults and crashes the Python process.
Does this matter?
High impact if exploited, but EPSS currently rates exploitation as unlikely (0.64%). Schedule it in the normal patch cycle and watch for a rise in EPSS or a public exploit.
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 3.1
- 7.5 HIGHCVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
- EPSS
- 0.64% probability · 49th percentile
- CISA KEV
- Not listed
- Weakness
- CWE-20
- Affected
- google/tensorflow
- Source
- security-advisories@github.com
References
- https://github.com/tensorflow/tensorflow/commit/aa0b852a4588cea4d36b74feb05d93055540b450Patch, Third Party Advisory
- https://github.com/tensorflow/tensorflow/issues/53767Exploit, Third Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-79h2-q768-fpxrThird Party Advisory
- https://github.com/tensorflow/tensorflow/commit/aa0b852a4588cea4d36b74feb05d93055540b450Patch, Third Party Advisory
- https://github.com/tensorflow/tensorflow/issues/53767Exploit, Third Party Advisory
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-79h2-q768-fpxrThird Party Advisory
Source: NVD record, EPSS from FIRST.org, KEV from CISA. Refreshed daily.