Binghui Zhang

According to our database, Binghui Zhang authored at least 4 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

FedTilt: Towards Multi-Level Fairness-Preserving and Robust Federated Learning.

Binghui Zhang, Luis Mares De La Cruz, Binghui Wang

Proceedings of the 2025 IEEE Security and Privacy, 2025

Learning Robust and Privacy-Preserving Representations via Information Theory.

Binghui Zhang, Sayedeh Leila Noorbakhsh, Yun Dong, Yuan Hong, Binghui Wang

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Understanding Data Reconstruction Leakage in Federated Learning from a Theoretical Perspective.

Zifan Wang, Binghui Zhang, Meng Pang, Yuan Hong, Binghui Wang

CoRR, 2024

Inf2Guard: An Information-Theoretic Framework for Learning Privacy-Preserving Representations against Inference Attacks.

Sayedeh Leila Noorbakhsh, Binghui Zhang, Yuan Hong, Binghui Wang

Proceedings of the 33rd USENIX Security Symposium, 2024