Zhu, Xinghua
- FedML: A Research Library and Benchmark for Federated Machine Learning
2020/07/27 by Chaoyang He, He, Chaoyang, Songze Li +34 · 57 citations
Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Blockchain Technology Applications and Security
- Efficient Client Contribution Evaluation for Horizontal Federated Learning
2021/02/26 by Jie Zhao, Xinghua Zhu, Zhao, Jie +5 · 1 citation
Computer Science · #Privacy-Preserving Technologies in Data #Mobile Crowdsensing and Crowdsourcing #Internet Traffic Analysis and Secure E-voting
- A Quantitative Metric for Privacy Leakage in Federated Learning
2021/02/24 by Yong Liu, Liu, Yong, Xinghua Zhu +5 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques