CVE-2022-23581CWE-617

`CHECK`-failures during Grappler's `IsSimplifiableReshape` in Tensorflow

Medium · published February 4, 2022

CVSS v3.1
6.5
EPSS
1%
Percentile
66.9
In the wild
Unconfirmed
What it is

Tensorflow is an Open Source Machine Learning Framework. The Grappler optimizer in TensorFlow can be used to cause a denial of service by altering a `SavedModel` such that `IsSimplifiableReshape` would trigger `CHECK` failures. 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
0.01160 · 66.9th percentile
Weakness
CWE-617 · Reachable Assertion
Published
2022-02-04T22:32Z
EPSS history
Timeline
  • 04 FEB 22:32Z
    `CHECK`-failures during Grappler's `IsSimplifiableReshape` in Tensorflow
    cvelistv5