Security Advisory

CVE-2022-23588

CVE vulnerability detail — eXtreme Datacenter Security Operations

Published 2022-02-04 22:32:21
Last updated 2025-04-22 18:25:35
Assigner GitHub_M
State PUBLISHED

Description

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.