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.T0043.003 Partial Sub-technique of AML.T0043

Manual Modification

Adversaries may manually modify the input data to craft adversarial data. They may use their knowledge of the target model to modify parts of the data they suspect helps the model in performing its task.

Tactics
AI Attack Adaptation
ATT&CK cross-reference
No Enterprise ATT&CK cross-reference.
ATLAS mitigations & SSG coverage
AML.M0003 Predictive AI Model Hardening Not addressed Training-time model hardening
AML.M0004 Limit AI Service Query Volume and Rate Partial Usage metering per device; not a general-purpose rate limiter
AML.M0006 Predictive AI Ensembles Not addressed Model architecture choice
AML.M0010 Predictive AI Input Restoration Not addressed Model-side input reconstruction
AML.M0015 Predictive AI Adversarial Input Detection Not addressed Model-side adversarial input detection
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.