Robust purification defense for transfer attacks based on probabilistic scheduling algorithm of pre-trained models: A model difference perspective. - Xinlei Liu 004; Jichao Xie; Tao Hu 002; Hailong Ma; Baolin Li; Peng Yi 003; Zhen Zhang 049 (TrustCom, 2024)

Defending Against Transfer-Based Adversarial Attacks Using SVD-Driven Feature Evolution. - Xinlei Liu 004; Tao Hu 002; Peng Yi 003; Qingtao Pan; Hailong Ma; Yiming Jiang 002; Baolin Li (CVPR Workshops, 2025)

Alternating Guided Training for Robust Adversarial Defense. - Xinlei Liu 004; Chunlai Ma; Bo Chen; Tao Hu 002; Hailong Ma; Peng Yi 003; Yiming Jiang 002; Yuxiang Hu (ICMR, 2025)