The Helmets Fool the Dominators

Attackers wear helmets that copy the lowest Crime Coefficient of nearby people. The Sibyl System and Dominators therefore classify obvious murderers as harmless while they attack civilians in public.

The attacker crafts an input that exploits a known weakness in the classifier at inference time. Humans can see the crime, but the automated enforcement system trusts the spoofed score and refuses to respond.

The attack copies another person’s live score through fictional hardware rather than perturbing pixels or tokens. Structurally, however, it is an unusually direct evasion attack.