Publications

2023

• Jiyue Huang, Zilong Zhao, Lydia Y. Chen, Stefanie Roos: Fabricated Flips: Poisoning Federated Learning without Data, DSN 2023
• Chaoyi Zhu, Stefanie Roos, Lydia Y. Chen: LeadFL: Client Self-Defense against Model Poisoning in Federated Learning, ICML 2023
• Jiyue Huang, Chi Hong, Yang Liu, Lydia Y. Chen, Stefanie Roos: Maverick Matters: Client Contribution and Selection in Federated Learning, PAKDD 2023
• Zilong Zhao, Jiyue Huang, Lydia Y. Chen, Stefanie Roos: Defending Against Free-rider Attacks in Distributed Generative Adversarial Networks, FC 2023
• Yu Shen, Oguzhan Ersoy, Stefanie Roos: Extras and Premiums: Local PCN Routing with Redundancy and Fees, FC 2023
• Oguzhan Ersoy, Pedro Moreno-Sanchez, Stefanie Roos: Get Me out of This Payment! Bailout: An HTLC Re-routing Protocol, FC 2023
• Martijn de Vos, Georgy Ishmaev, Johan Pouwelse, Stefanie Roos: A Deployment-first Methodology to Mechanism Design and Refinement in Distributed Systems, PerFail 2023

For earlier publications, see the Google scholar profile of Stefanie Roos.