A Guardrail for Safety Preservation: When Safety-Sensitive Subspace Meets Harmful-Resistant Null-Space. - Bingjie Zhang; Yibo Yang; Zhe Ren; Dandan Guo; Jindong Gu; Philip Torr 001; Bernard Ghanem (CoRR, 2025)