Federated Heavy Hitters Discovery with Differential Privacy

Wennan Zhu, Peter Kairouz, Brendan McMahan, Haicheng Sun, Wei Li

Abstract: The discovery of heavy hitters (most frequent items) in user-generated data streams drives improvements in the app and web ecosystems, but can incur substantial privacy risks if not done with care....