Model-Agnostic Adversarial Example Detection Through Logit Distribution Learning. - Yaopeng Wang; Lehui Xie; Ximeng Liu; Jia-Li Yin; Tingjie Zheng (ICIP, 2021)

Robust Single-Step Adversarial Training with Regularizer. - Lehui Xie; Yaopeng Wang; Jia-Li Yin; Ximeng Liu (PRCV (4), 2021)

Privacy and Security Issues in Deep Learning: A Survey. - Ximeng Liu; Lehui Xie; Yaopeng Wang; Jian Zou 002; Jinbo Xiong; Zuobin Ying; Athanasios V. Vasilakos (IEEE Access, 2021)

ProFake: Detecting Deepfakes in the Wild against Quality Degradation with Progressive Quality-adaptive Learning. - Huiyu Xu; Yaopeng Wang; Zhibo Wang 001; Zhongjie Ba; Wenxin Liu; Lu Jin; Haiqin Weng; Tao Wei 002; Kui Ren 001 (CCS, 2024)

PT-Mark: Invisible Watermarking for Text-to-image Diffusion Models via Semantic-aware Pivotal Tuning. - Yaopeng Wang; Huiyu Xu; Zhibo Wang 001; Jiacheng Du; Zhichao Li; Yiming Li 004; Qiu Wang; Kui Ren 001 (CoRR, 2025)