Mitigation

AML.M0017AI Model Distribution Methods

What it is

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.

References

  1. https://atlas.mitre.org/mitigations/AML.M0017

Related by meaning· 6

Nearest entities by semantic similarity across the cs-graph corpus.

ATLAS mitigation
Limit Public Release of Information
ATLAS mitigation
Control Access to AI Models and Data at Rest
ATLAS mitigation
Model Hardening
ATLAS mitigation
Segmentation of AI Agent Components
ATLAS mitigation
Control Access to AI Models and Data in Production
ATLAS tactic
AI Model Access
Sourced from MITRE ATLAS — Adversarial Threat Landscape for AI Systems. Curated by Adam Lundqvist, SQUR.