CVE-2022-23594: Tensorflow is an Open Source Machine Learning Framework. The TFG dialect of TensorFlow (MLIR) makes …
- Occurred
- Feb 4, 2022
- Published
- Feb 4, 2022
- Source
- NVD CVE
Summary
Tensorflow is an Open Source Machine Learning Framework. The TFG dialect of TensorFlow (MLIR) 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.
Tags
- CVE
- CVE-2022-23594
- cvss:HIGH
Classification
Rationale: CVE describes a software vulnerability in TensorFlow causing crashes and potential memory corruption, not a specific AI safety incident.
Classifier: Qwen/Qwen3.5-35B-A3B-FP8