CVE-2022-23594: Out-of-bounds Write
(updated )
Tensorflow is an Open Source Machine Learning Framework. The TFG dialect of TensorFlow makes several assumptions about the incoming GraphDef
before converting it to the MLIR-based dialect. If an attacker changes the SavedModel
format on disk to invalidate these assumptions and the GraphDef
is then converted to MLIR-based IR then they can cause a crash in the Python interpreter. Under certain scenarios, heap OOB read/writes are possible. These issues have been discovered via fuzzing and it is possible that more weaknesses exist. We will patch them as they are discovered.
References
Detect and mitigate CVE-2022-23594 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 →