SSG coverage claim · MITRE ATLAS-mapped

Browse AI-system risk by MITRE ATLAS

Browse the MITRE ATLAS v2026.08 tactic & technique taxonomy for AI systems, alongside SSG's own derived coverage tier for each technique — see the methodology note below for exactly what that tier does and does not claim.

AML.T0024.001 Partial Sub-technique of AML.T0024

Invert AI Model

AI models' training data could be reconstructed by exploiting the confidence scores that are available via an inference API. By querying the inference API strategically, adversaries can back out potentially private information embedded within the training data.

Tactics
Exfiltration
ATT&CK cross-reference
No Enterprise ATT&CK cross-reference.
ATLAS mitigations & SSG coverage
AML.M0002 Predictive AI Output Obfuscation Not addressed Model-side output transform
AML.M0004 Limit AI Service Query Volume and Rate Partial Usage metering per device; not a general-purpose rate limiter
AML.M0024 AI Telemetry Logging Partial Detective control: records every governed call; does not block it
AML.M0035 AI Red Team Partial SHAKEDOWN benchmark exercises containment; not a full red-team program
Methodology. Catalog: MITRE ATLAS v2026.08 (atlas.mitre.org). Coverage tiers are derived from MITRE's own published mitigation↔technique mappings — never hand-assigned per technique. SSG's claim is limited to which ATLAS mitigations it implements as controls; it does not claim to cover ATLAS techniques directly. A tier records which SSG control exists for a MITRE-published mitigation — it is not a statement about outcome, and it is not a certification, an audit result, or an endorsement by MITRE.