CVE-2022-36027 MEDIUM

CVE-2022-36027: Segfault TFLite converter on per-channel quantized transposed convolutions in TensorFlow

Vendor Tensorflow
Product tensorflow
Weakness CWE-20 · Input validation
Published September 16, 2022
Last update April 22, 2025
View on NVD All CVEs

CVSS base score

5.9/10
Attack vector Network
Attack complexity High
Privileges required None
User interaction None
Confidentiality None
Integrity None

CVSS vector

CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:N/I:N/A:H

What the vulnerability does

01Description

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.

Key dates

02Disclosure timeline

September 16, 2022 CVE published
April 22, 2025 Record updated