CVE-2022-23569

`CHECK`-fails when building invalid tensor shapes in Tensorflow

Medium · published February 3, 2022

CVSS v3.1
6.5
EPSS
0%
Percentile
39.0
In the wild
Unconfirmed
What it is

Tensorflow is an Open Source Machine Learning Framework. Multiple operations in TensorFlow can be used to trigger a denial of service via `CHECK`-fails (i.e., assertion failures). This is similar to TFSA-2021-198 and has similar fixes. We have patched the reported issues in multiple GitHub commits. It is possible that other similar instances exist in TensorFlow, we will issue fixes as these are discovered. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.

The record
Technical detail
CVSS v3.1
6.5 · MEDIUM
Vector
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
CVSS v4.0
Not supplied
EPSS
0.00462 · 39.0th percentile
Published
2022-02-03T12:47Z
EPSS history
Timeline
  • 03 FEB 12:47Z
    `CHECK`-fails when building invalid tensor shapes in Tensorflow
    cvelistv5