DHSA: Efficient Doubly Homomorphic Secure Aggregation for Cross-silo Federated Learning

Zizhen Liu, Si Chen, Jing Ye +3

Secure aggregation is widely used in horizontal Federated Learning (FL), to prevent leakage of training data when model updates from data owners are aggregated. Secure aggregation…