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.
References
Link | Resource |
---|---|
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-9x52-887g-fhc2 | Third Party Advisory |
https://github.com/tensorflow/tensorflow/tree/274df9b02330b790aa8de1cee164b70f72b9b244/tensorflow/core/ir/importexport | Third Party Advisory |
Configurations
History
10 Feb 2022, 18:15
Type | Values Removed | Values Added |
---|---|---|
CVSS |
v2 : v3 : |
v2 : 2.1
v3 : 5.5 |
CPE | cpe:2.3:a:google:tensorflow:2.7.0:*:*:*:*:*:*:* | |
CWE | CWE-787 | |
References | (CONFIRM) https://github.com/tensorflow/tensorflow/security/advisories/GHSA-9x52-887g-fhc2 - Third Party Advisory | |
References | (MISC) https://github.com/tensorflow/tensorflow/tree/274df9b02330b790aa8de1cee164b70f72b9b244/tensorflow/core/ir/importexport - Third Party Advisory |
04 Feb 2022, 23:28
Type | Values Removed | Values Added |
---|---|---|
New CVE |
Information
Published : 2022-02-04 23:15
Updated : 2024-02-04 22:08
NVD link : CVE-2022-23594
Mitre link : CVE-2022-23594
CVE.ORG link : CVE-2022-23594
JSON object : View
Products Affected
- tensorflow