Giorgio Severi

Network-Level Adversaries in Federated Learning

2022 · arXiv (Cornell University)

Federated learning is a popular strategy for training models on distributed, sensitive data, while preserving data privacy. Prior work identified a range of security threats on federated learning protocols that poison the data or the …