CVE-2022-23591: Uncontrolled Resource Consumption
(updated )
Tensorflow is an Open Source Machine Learning Framework. The GraphDef
format in TensorFlow does not allow self recursive functions. The runtime assumes that this invariant is satisfied. However, a GraphDef
containing a fragment such as the following can be consumed when loading a SavedModel
. This would result in a stack overflow during execution as resolving each NodeDef
means resolving the function itself and its nodes. 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.
References
Detect and mitigate CVE-2022-23591 with GitLab Dependency Scanning
Secure your software supply chain by verifying that all open source dependencies used in your projects contain no disclosed vulnerabilities. Learn more about Dependency Scanning →