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.
History

Wed, 23 Apr 2025 19:15:00 +0000

Type Values Removed Values Added
Metrics ssvc

{'options': {'Automatable': 'no', 'Exploitation': 'none', 'Technical Impact': 'total'}, 'version': '2.0.3'}


cve-icon MITRE

Status: PUBLISHED

Assigner: GitHub_M

Published: 2022-02-04T22:32:11.000Z

Updated: 2025-04-23T19:08:04.448Z

Reserved: 2022-01-19T00:00:00.000Z

Link: CVE-2022-23594

cve-icon Vulnrichment

Updated: 2024-08-03T03:43:46.930Z

cve-icon NVD

Status : Modified

Published: 2022-02-04T23:15:15.410

Modified: 2024-11-21T06:48:53.407

Link: CVE-2022-23594

cve-icon Redhat

No data.