Deny Without Disabling: Authorization-Paired Evaluation and Control for Multi-Agent Systems
The research tackles safety risks in multi-agent systems where combining individual agent actions can lead to prohibited outcomes. It introduces Authorization-Paired Evaluation, which ensures that blocking a forbidden use does not break necessary authorized functions. The method provides a framework for controlling composed information flows to guarantee system safety.