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cs.CR2023
Concurrent Composition for Interactive Differential Privacy with Adaptive Privacy-Loss Parameters
Samuel Haney, Michael Shoemate, Grace Tian +4
In this paper, we study the concurrent composition of interactive mechanisms with adaptively chosen privacy-loss parameters. In this setting, the adversary can interleave queries t…
cs.CR2023
DP-SIPS: A simpler, more scalable mechanism for differentially private partition selection
Marika Swanberg, Damien Desfontaines, Samuel Haney
Partition selection, or set union, is an important primitive in differentially private mechanism design: in a database where each user contributes a list of items, the goal is to p…