Inf2Guard: An Information-Theoretic Framework for Learning Privacy-Preserving Representations against Inference Attacks. - Sayedeh Leila Noorbakhsh; Binghui Zhang; Yuan Hong 001; Binghui Wang (USENIX Security Symposium, 2024)

Understanding Data Reconstruction Leakage in Federated Learning from a Theoretical Perspective. - Zifan Wang; Binghui Zhang; Meng Pang; Yuan Hong 001; Binghui Wang (CoRR, 2024)

Learning Robust and Privacy-Preserving Representations via Information Theory. - Binghui Zhang; Sayedeh Leila Noorbakhsh; Yun Dong; Yuan Hong 001; Binghui Wang (AAAI, 2025)

FedTilt: Towards Multi-Level Fairness-Preserving and Robust Federated Learning. - Binghui Zhang; Luis Mares De La Cruz; Binghui Wang (SP (Workshops), 2025)