MITRE ATLASmitigation
AML.M0017 AI Model Distribution Methods
- Created
- 2023-04-12
Description
Deploying AI models to edge devices can increase the attack surface of the system.
Consider serving models in the cloud to reduce the level of access the adversary has to the model.
Also consider computing features in the cloud to prevent gray-box attacks, where an adversary has access to the model preprocessing methods.
Related
Mitigates · MITRE ATLAS (6)
- AML.T0063 Discover AI Model Outputs technique
- AML.T0010.003 Model sub-technique
- AML.T0035 AI Artifact Collection technique
- AML.T0043.000 White-Box Optimization sub-technique
- AML.T0044 Full AI Model Access technique
- AML.T0048.004 AI Intellectual Property Theft sub-technique