Inference-Time Vulnerability Beyond Shallow Safety: Alignment Along Generation Trajectories

Kyungmin Park, Taesup Kim

Safety-aligned Large Language Models (LLMs) remain vulnerable to interventions during inference that redirect generation toward harmful outputs. Recent work attributes this to shal…