The Capacity of Information-Theoretic Secure Aggregation in Federated Learning

Lanxin Yi, Jinbao Zhu, Kai Wan +1

Secure aggregation allows a server to aggregate users' local updates while preserving update privacy. Existing information-theoretic problems typically assume that correlated rando…