Adversarial Physical-World Input Detection
Objective
Detect deliberate adversarial patterns designed to manipulate perception, distinct from passive degradation.
Control / requirement
Auxiliary out-of-distribution/adversarial-pattern detection triggering reduced confidence or alert on detection.
Applicability
Systems operating in environments where adversarial physical-world attack is a credible threat per the threat catalog.
Expected evidence
Adversarial test suite results; detection rate benchmarks. [T3]
Assurance expectation
Test evidence against a defined, current set of known adversarial techniques, refreshed as the threat catalog updates.
Dependencies
Section 5 threat catalog (adversarial physical-world inputs entry).
Exclusions
Not applicable to fully enclosed/access-controlled operating environments where adversarial physical access is not credible.
Maturity / conformance relevance
Expected at High-Assurance level; Operational level may address only known, published attack patterns.
Ecosystem relationship
Provides adversarial-perception incident categories for UAIF™; informs AI-IRF™ investigation of suspected deliberate manipulation.