Yuval Dagan

A bounded-noise mechanism for differential privacy

2020 · arXiv (Cornell University)

We present an asymptotically optimal $(ε,δ)$ differentially private mechanism for answering multiple, adaptively asked, $Δ$-sensitive queries, settling the conjecture of Steinke and Ullman [2020]. Our algorithm has a significant advantage that it adds independent bounded …