SOSP

2021

• FedScale: Benchmarking Model and System Performance of Federated Learning.

• Redundancy in cost functions for Byzantine fault-tolerant federated learning.

• Towards an Efficient System for Differentially-private, Cross-device Federated Learning.

• GradSec: a TEE-based Scheme Against Federated Learning Inference Attacks.

• Community-Structured Decentralized Learning for Resilient EI.

• Separation of Powers in Federated Learning (Poster Paper).