PSI (Ψ): a Private data Sharing Interface
arXiv:1609.04340v330 citations
Originality Synthesis-oriented
AI Analysis
This addresses privacy concerns for researchers in social sciences and other fields, but it appears incremental as it builds on existing differential privacy methods.
The paper tackles the problem of sharing privacy-sensitive datasets by developing PSI, a system that enables researchers to explore such data with strong differential privacy protections, though no concrete results or numbers are provided.
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.