Yang, Mengwei
- The Tradeoff Between Privacy and Accuracy in Anomaly Detection Using Federated XGBoost
2019/07/16 by Mengwei Yang, Linqi Song, Yang, Mengwei +7 · 2 citations
Computer Science · #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Network Security and Intrusion Detection #Privacy-Preserving Technologies in Data
- PriPrune: Quantifying and Preserving Privacy in Pruned Federated Learning
2023/10/30 by Tianyue Chu, Mengwei Yang, Chu, Tianyue +5 · 3 citations
Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Maverick-Aware Shapley Valuation for Client Selection in Federated Learning
2024/05/21 by Mengwei Yang, Ismat Jarin, Yang, Mengwei +7 · 1 citation
Computer Science · Social Sciences · #Access Control and Trust #Cryptography and Data Security #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)