Widespread underestimation of sensitivity in differentially private libraries and how to fix it

Citation:

Casacuberta, Sílvia, Michael Shoemate, Salil Vadhan, and Connor Wagaman. “Widespread underestimation of sensitivity in differentially private libraries and how to fix it.” Proceedings of the 29th ACM SIGSAC Conference on Computer and Communications Security (CCS '22), 2022.
ArXiv 2022.pdf1.15 MB
CCS 2022.pdf1.14 MB

Abstract:

Version History: Preprint version posted as arXiv:2207.10635 [cs.CR].

Publisher's Version

Last updated on 02/02/2023