EuroSys

2024

• FLOAT: Federated Learning Optimizations with Automated Tuning.

• DeTA: Minimizing Data Leaks in Federated Learning via Decentralized and Trustworthy Aggregation.

• Totoro: A Scalable Federated Learning Engine for the Edge.

• Dordis: Efficient Federated Learning with Dropout-Resilient Differential Privacy.

2023

• REFL: Resource-Efficient Federated Learning.