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DANGERLENS: Probing Dangerous Representations Hidden by Safety Alignment

Yang, Tianzhuo et al.
arXiv (All) · Papers
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Safety alignment teaches language models to refuse harmful requests, yet the internal accessibility of hazardous concepts can retain traces of earlier training. Can checkpoints with equally safe behavior differ in what remains accessible behind their refusals? In this work, we investigate this quest
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