cbcvebase.
CVE-2022-23594
published 2022-02-04

CVE-2022-23594: Tensorflow is an Open Source Machine Learning Framework. The TFG dialect of TensorFlow (MLIR) makes several assumptions about the incoming `GraphDef` before…

medium5.5CVSS 3.1
AVLACLPRLUINSUCNINAH
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.

Affected

4 ranges
VendorProductVersion rangeFixed in
debiantensorflow——
googletensorflow——
inteloptimization_for_tensorflow>= 2.7.0 < 2.7.12.7.1
tensorflowtensorflow——