Chuan Ma

Federated Learning With Differential Privacy: Algorithms and Performance Analysis

Kang Wei, Jun Li, Ming Ding et al. · IEEE Transactions on Information Forensics and Security · 2020 · 2K citations · Full text

On Safeguarding Privacy and Security in the Framework of Federated Learning

Chuan Ma, Jun Li, Ming Ding et al. · IEEE Network · 2020 · 310 citations

Privacy Protection, E-learning, Engineering +17

User-Level Privacy-Preserving Federated Learning: Analysis and Performance Optimization

Kang Wei, Jun Li, Ming Ding et al. · IEEE Transactions on Mobile Computing · 2021 · 255 citations

Privacy Protection, Engineering, Machine Learning +17

Nonblocking Supervisory Control of State Tree Structures

Chuan Ma, W.M. Wonham · IEEE Transactions on Automatic Control · 2006 · 214 citations

State Space Explosion, State Tree Structure, Engineering +13

Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation

Jun Li, Yumeng Shao, Kang Wei et al. · IEEE Transactions on Parallel and Distributed Systems · 2021 · 211 citations