Distributed mean estimation (DME) is a fundamental and important task as it serves as a
subroutine in convex optimization, aggregate statistics, and, more generally, federated …

Motivated by recent developments in the shuffle model of differential privacy, we propose a
new approximate shuffling functionality called Alternating Shuffle, and provide a protocol …