CVE-2022-36027CWE-20

Segfault TFLite converter on per-channel quantized transposed convolutions in TensorFlow

Medium · published September 16, 2022

CVSS v3.1
5.9
EPSS
1%
Percentile
55.0
In the wild
Unconfirmed
What it is

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.

The record
Technical detail
CVSS v3.1
5.9 · MEDIUM
Vector
CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:N/I:N/A:H
CVSS v4.0
Not supplied
EPSS
0.00765 · 55.0th percentile
Weakness
CWE-20 · Improper Input Validation
Published
2022-09-16T22:50Z
EPSS history
Timeline
  • 16 SEP 22:50Z
    Segfault TFLite converter on per-channel quantized transposed convolutions in TensorFlow
    cvelistv5