Tao Zhang

Associate Professor, School of Computer Science and Technology, Xidian University

Joined

October 2023

Names

Tao Zhang (Preferred)

Emails

****@xidian.edu.cn (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Associate Professor

School of Computer Science and Technology, Xidian University (xidian.edu.cn)

2022 – Present

Advisors, Relations & Conflicts

PhD Advisor

Jianfeng Ma

2011 – 2015

Expertise

Federated Learning

2021 – 2025

Publications

Private Learning for Vertical Decision Trees: A Secure, Accurate, and Fast Realization
Anxiao Song, Ke Cheng, Jiaxuan Fu, Shujie Cui, Tao Zhang, Zhao Chang, Yulong Shen
- IEEE Trans. Dependable Secur. Comput. 2025
- Readers: Everyone
GeoFed: Geometry-Aware Byzantine Robust Federated Learning on SPD Manifolds in Heterogeneous Environments
Qi Li, Zhenzhen Wu, Jinbo Xiong, Anxiao Song, Tao Zhang
- IEEE Internet Things J. 2025
- Readers: Everyone
Byzantine-Robust Federated Learning Framework via a Server-Client Defense Mechanisms
Anxiao Song, Tao Zhang, Ke Cheng, Yang Cao, Xinghui Zhu, Yulong Shen
- IEEE Internet Things J. 2025
- Readers: Everyone
FedDMC: Efficient and Robust Federated Learning via Detecting Malicious Clients
Xutong Mu, Ke Cheng, Yulong Shen, Xiaoxiao Li, Zhao Chang, Tao Zhang, Xindi Ma
- IEEE Trans. Dependable Secur. Comput. 2024
- Readers: Everyone
Guard-FL: An UMAP-Assisted Robust Aggregation for Federated Learning
Anxiao Song, Haoshuo Li, Ke Cheng, Tao Zhang, Aijing Sun, Yulong Shen
- IEEE Internet Things J. 2024
- Readers: Everyone
FedADDP: Privacy-Preserving Personalized Federated Learning with Adaptive Dimensional Differential Privacy
Yangyang Guo, Tao Zhang, Xutong Mu, Haoshuo Li, Xuewen Dong, Qi Li
- ICA3PP (5) 2024
- Readers: Everyone
FBR-FL: Fair and Byzantine-Robust Federated Learning via SPD Manifold
Tao Zhang, Haoshuo Li, Teng Liu, Anxiao Song, Yulong Shen
- PRCV (1) 2024
- Readers: Everyone
FedPTA: Prior-Based Tensor Approximation for Detecting Malicious Clients in Federated Learning
Xutong Mu, Ke Cheng, Teng Liu, Tao Zhang, Xueli Geng, Yulong Shen
- IEEE Trans. Inf. Forensics Secur. 2024
- Readers: Everyone
A Task-based Personalized Privacy-Preserving Participant Selection Mechanism for Mobile Crowdsensing
Lele Zheng, Tao Zhang, Yulong Shen, Bowen Deng, Ze Tong
- Mob. Networks Appl. 2023
- Readers: Everyone
FedProc: Prototypical contrastive federated learning on non-IID data
Xutong Mu, Yulong Shen, Ke Cheng, Xueli Geng, Jiaxuan Fu, Tao Zhang, Zhiwei Zhang
- Future Gener. Comput. Syst. 2023
- Readers: Everyone

View all 50 publications

Co-Authors

View all 85 co-authors