Safeguarding LLMs via Model-Agnostic Latent Safety Signals from Dark Knowledge.

arXiv:2610.07532v1 Announce Type: cross Abstract: LLMs have advanced rapidly, raising growing concerns about their safety. Recent work has proposed approaches to detect and defend against attacks including defenses at decoding stage that leverage models' hidde