Nullify: Null-Space Activation Steering for Training-Free LLM Unlearning

Wei Zhai, Xiang Liu, Qiang Huang +6

Large Language Models (LLMs) inevitably internalize substantial amounts of sensitive or private information during pre-training, while LLM unlearning aims to selectively erase spec…