PSI (Ψ): a Private data Sharing Interface
arXiv:1609.04340
Abstract
We provide an overview of PSI ("a Private data Sharing Interface"), a system we are developing to enable researchers in the social sciences and other fields to share and explore privacy-sensitive datasets with the strong privacy protections of differential privacy.
34 pages, 8 figures
Cited by in corpus (5)
- LinkedIn's Audience Engagements API: A Privacy Preserving Data Analytics System at Scale
- Privately Learning High-Dimensional Distributions
- Differentially Private Confidence Intervals
- DPVisCreator: Incorporating Pattern Constraints to Privacy-preserving Visualizations via Differential Privacy
- Fuzzi: A Three-Level Logic for Differential Privacy