Summary

MITRE ATLAS provides a technique-level view of how adversaries target AI and machine learning systems, organizing attacker behaviour into tactics and techniques across the adversary lifecycle. This guide maps those techniques to BeyondGuard’s control catalog and specialized Guards, connecting red-team findings, runtime detections, and ATLAS technique IDs within a common security vocabulary. The mapping shows how BeyondGuard applies model-agnostic controls across data, models, applications, agents, MCP/tools, and outputs, with the same detection logic extending from adversarial testing into production runtime protection.