Vulnerability Database

289,784

Total vulnerabilities in the database

CVE-2022-23581

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.

CVSS v3:

  • Severity: Medium
  • Score: 6.5
  • AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H

CVSS v2:

  • Severity: Medium
  • Score: 5
  • AV:N/AC:L/Au:N/C:N/I:N/A:P

CWEs:

Software From Fixed in
google / tensorflow 2.7.0 2.7.0.x
google / tensorflow - 2.5.2.x
google / tensorflow 2.6.0 2.6.2.x
tensorflow - 2.5.3
tensorflow 2.6.0 2.6.3
tensorflow 2.7.0 2.7.0.x
tensorflow 2.7.0 2.7.1
tensorflow-cpu - 2.5.3
tensorflow-cpu 2.6.0 2.6.3
tensorflow-cpu 2.7.0 2.7.0.x
tensorflow-cpu 2.7.0 2.7.1
tensorflow-gpu - 2.5.3
tensorflow-gpu 2.6.0 2.6.3
tensorflow-gpu 2.7.0 2.7.0.x
tensorflow-gpu 2.7.0 2.7.1