Stefanie Roos
- An Exploratory Analysis on Users' Contributions in Federated Learning
2020/11/13 by Jiyue Huang, Rania Talbi, Huang, Jiyue +9 · 2 citations
Computer Science · Social Sciences · #Distributed #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing #Parallel #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
- Is Shapley Value fair? Improving Client Selection for Mavericks in Federated Learning
2021/06/20 by Jiyue Huang, Huang, Jiyue, Chi Hong +5 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Settling Payments Fast and Private: Efficient Decentralized Routing for\n Path-Based Transactions
2017/09/17 by Stefanie Roos, Pedro Moreno-Sánchez, Roos, Stefanie +5 · 1 citation
Computer Science · Economics, Econometrics and Finance · #Blockchain Technology Applications and Security #Peer-to-Peer Network Technologies #Banking stability, regulation, efficiency
- Gradient Inversion of Federated Diffusion Models
2024/05/30 by Jiyue Huang, Huang, Jiyue, Hong, Chi +4 · 1 citation
Computer Science · #Advanced Mathematical Modeling in Engineering #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- Payout Races and Congested Channels: A Formal Analysis of Security in the Lightning Network
2024/05/03 by Ben Weintraub, Satwik Prabhu Kumble, Weintraub, Ben +5 · 1 citation
Business, Management and Accounting · Economics, Econometrics and Finance · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Finance, Markets, and Regulation #Securities Regulation and Market Practices