Provably Robust Adaptation for Language-Empowered Foundation Models. - Yuni Lai; Xiaoyu Xue; Linghui Shen; Yulun Wu; Gaolei Li; Song Guo 001; Kai Zhou 001; Bin Xiao 001 (CoRR, 2025)

DeContext as Defense: Safe Image Editing in Diffusion Transformers. - Linghui Shen; Mingyue Cui; Xingyi Yang (CoRR, 2025)