Longhao Yan

RBCBF: Decoding Time Safety Alignment via Risk Guided Rollback and Barrier Control

Existing decoding-time safety interventions are often reactive, relying on local signals to correct unsafe outputs after they emerge. Under adversarial prompts that drive generation into recurring unsafe response, such local signals provide weak guidance for stable repair. As a result, rollback and …