The Limits of Pan Privacy and Shuffle Privacy for Learning and Estimation

Albert Cheu, Jonathan Ullman

There has been a recent wave of interest in intermediate trust models for differential privacy that eliminate the need for a fully trusted central data collector, but overcome the…