CVE-2022-36027
MEDIUM5.9EPSS 0.27%Segfault TFLite converter on per-channel quantized transposed convolutions in TensorFlow
發布日:2022/9/16修改日:2025/5/20
描述
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.
受影響套件(4)
- Bitnami/tensorflowfrom 0, < 2.7.2, >= 2.8.0, < 2.8.1, >= 2.9.0, < 2.9.1
- PyPI/tensorflowfrom 0, < 2.7.2
- PyPI/tensorflow-cpufrom 0, < 2.7.2
- PyPI/tensorflow-gpufrom 0, < 2.7.2
CVSS 分數
| 來源 | 版本 | 嚴重程度 | 向量 |
|---|---|---|---|
| osv | CVSS 3.1 | MEDIUM5.9 | CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:N/I:N/A:H |
參考連結(6)
- ADVISORYhttps://nvd.nist.gov/vuln/detail/CVE-2022-36027
- PATCHhttps://github.com/tensorflow/tensorflow
- WEBhttps://github.com/tensorflow/tensorflow/commit/aa0b852a4588cea4d36b74feb05d93055540b450
- WEBhttps://github.com/tensorflow/tensorflow/issues/53767
- WEBhttps://github.com/tensorflow/tensorflow/releases/tag/v2.10.0
- WEBhttps://github.com/tensorflow/tensorflow/security/advisories/GHSA-79h2-q768-fpxr