Mask2Shield: Strengthening LLM Safety against Neuron-Pruning Attacks

Ying JinCheng, Minghui Xu, Yinhao Xiao +2

Large language models (LLMs) are safety-aligned before deployment to reduce harmful content generation. Yet neuron-level pruning attacks show that refusal can depend on a small set…