AutoSystems 8 False-Pass Adversarial Detectors. Audits process execution streams, candidate models, and agent claims for integrity violations:

1. Silent Divergence (unreported state changes)
2. Receipt Forgery (invalid signature / missing previous digest)
3. Mock Inflation (faking high fitness via tautological loops)
4. Cyclic Drift (unbounded state expansion)
5. Shadow Authority (executing unadmitted actions)
6. Timestamp Inversion (non-monotonic event clocks)
7. Object Teleportation (referencing uninitialized object IDs)
8. Refusal Suppression (concealing typed rejection errors)