Layer-Aware Representation Filtering: Purifying Finetuning Data to Preserve LLM Safety Alignment. - Hao Li; Lijun Li; Zhenghao Lu; Xianyi Wei; Rui Li; Jing Shao; Lei Sha (CoRR, 2025)