Subject-Level Membership Inference Attack via Data Augmentation and Model Discrepancy. - Yimin Liu 002; Peng Jiang 007; Liehuang Zhu (IEEE Trans. Inf. Forensics Secur., 2023)

SecVerGSSL: Proof-Based Verified Computation for Graph Self-Supervised Learning. - Yimin Liu 002; Peng Jiang 007; Liehuang Zhu (IEEE Trans. Mob. Comput., 2024)

Generic Adversarial Attack Framework Against Vertical Federated Learning. - Yimin Liu 002; Peng Jiang 007 (IJCAI, 2025)

Preference Profiling Attacks Against Vertical Federated Learning Over Graph Data. - Yimin Liu 002; Peng Jiang 007; Liehuang Zhu (INFOCOM, 2025)