Vulnerabilities > CVE-2022-23590 - Unspecified vulnerability in Google Tensorflow
Attack vector
NETWORK Attack complexity
LOW Privileges required
NONE Confidentiality impact
NONE Integrity impact
NONE Availability impact
HIGH Summary
Tensorflow is an Open Source Machine Learning Framework. A `GraphDef` from a TensorFlow `SavedModel` can be maliciously altered to cause a TensorFlow process to crash due to encountering a `StatusOr` value that is an error and forcibly extracting the value from it. We have patched the issue in multiple GitHub commits and these will be included in TensorFlow 2.8.0 and TensorFlow 2.7.1, as both are affected.
Vulnerable Configurations
References
- https://github.com/tensorflow/tensorflow/blob/274df9b02330b790aa8de1cee164b70f72b9b244/tensorflow/core/graph/graph.cc#L560-L567
- https://github.com/tensorflow/tensorflow/blob/274df9b02330b790aa8de1cee164b70f72b9b244/tensorflow/core/graph/graph.cc#L560-L567
- https://github.com/tensorflow/tensorflow/commit/955059813cc325dc1db5e2daa6221271406d4439
- https://github.com/tensorflow/tensorflow/commit/955059813cc325dc1db5e2daa6221271406d4439
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pqrv-8r2f-7278
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pqrv-8r2f-7278