Cross-Model Transfer Attack

When an organization protects its model with strict access controls, believing outsiders cannot study its behavior; due to unmitigated control gaps, an attacker crafts adversarial samples using a similar public model and applies them directly to the target system with success, rendering the existing access protections ineffective, triggering compliance exposure and operational reputational costs.