Vulnerability Database

289,784

Total vulnerabilities in the database

CVE-2022-23588

Tensorflow is an Open Source Machine Learning Framework. A malicious user can cause a denial of service by altering a SavedModel such that Grappler optimizer would attempt to build a tensor using a reference dtype. This would result in a crash due to a CHECK-fail in the Tensor constructor as reference types are not allowed. 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: Low
  • Score: 4
  • AV:N/AC:L/Au:S/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