A Theory of Statistical Inference for Ensuring the Robustness of Scientific Results

2 code implementations • 23 Apr 2018 • Beau Coker, Cynthia Rudin, Gary King

We introduce hacking intervals, which are the range of a summary statistic one may obtain given a class of possible endogenous manipulations of the data.

PSI (Ψ): a Private data Sharing Interface

3 code implementations • 14 Sep 2016 • Marco Gaboardi, James Honaker, Gary King, Jack Murtagh, Kobbi Nissim, Jonathan Ullman, Salil Vadhan

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.

Cryptography and Security Computers and Society Methodology