Publications

([⋅]* is the corresponding author)

United We Defend: Collaborative Membership Inference Defenses in Federated Learning
Li Bai, Junxu Liu, Sen Zhang, Xinwei Zhang, Qingqing Ye, Haibo Hu*
In Proc. USENIX Security, 2026.

Toward Efficient Inference Attacks: Shadow Model Sharing via Mixture-of-Experts
Li Bai, Qingqing Ye, Xinwei Zhang, Sen Zhang, Zi Liang, Jianliang Xu, Haibo Hu*
In Proc. NeurIPS, 2025.
[Code] [PDF]

ProVFL: Property Inference Attacks against Vertical Federated Learning
Li Bai, Xinwei Zhang, Sen Zhang, Qingqing Ye, Haibo Hu*
IEEE Transactions on Information Forensics and Security (TIFS), vol. 20, pp. 6529-6543, 2025.
[Code] [PDF]

MER-Inspector: Assessing Model Extraction Risks from An Attack-Agnostic Perspective
Xinwei Zhang, Haibo Hu*, Qingqing Ye, Li Bai, Huadi Zheng
In Proc. The ACM Web Conference (WWW), 2025.
[Code] [PDF]

Enabling Deep Learning-based Physical-layer Secret Key Generation for FDD-OFDM Systems in Multi-Environments
Xinwei Zhang, Guyue Li*, Junqing Zhang, Linning Peng, Aiqun Hu, Xianbin Wang
IEEE Transactions on Vehicular Technology (TVT), vol. 73, no. 7, pp. 10135-10149, July 2024.
A Secure and Reliable Blockchain-based Audit Log System
Zhonghao Liu, Xinwei Zhang, Guyue Li, Helei Cui, Jiaheng Wang, Bin Xiao*
In Proc. IEEE International Conference on Communications (ICC), 2024.
DBE-voting: A Privacy-preserving and Auditable Blockchain-based E-voting System
Zhonghao Liu, Xinwei Zhang, Laphou Lao, Guyue Li, Bin Xiao*
In Proc. IEEE International Conference on Communications (ICC), 2023.

Deep Learning-based Physical-Layer Secret Key Generation for FDD Systems
Xinwei Zhang, Guyue Li*, Junqing Zhang, Aiqun Hu, Zongyue Hou, Bin Xiao
IEEE Internet of Things Journal (IoT-J), vol. 9, no. 8, pp. 6081-6094, April 2022.
[code]

Secret Key Generation for FDD Systems Based on Complex-Valued Neural Network
Xinwei Zhang, Guyue Li*, Zongyue Hou and Aiqun Hu
In Proc. 2021 IEEE 94th Vehicular Technology Conference (VTC), 2021.
Secret Key Generation Scheme Based on Generative Adversarial Networks in FDD Systems
Zongyue Hou and Xinwei Zhang*
In Proc. IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), 2021.

Other Publications