2 papers
stat.ME2011
Random Differential Privacy
Rob Hall, Alessandro Rinaldo, Larry Wasserman
We propose a relaxed privacy definition called {\em random differential privacy} (RDP). Differential privacy requires that adding any new observation to a database will have small…
cs.CR2011
Achieving Both Valid and Secure Logistic Regression Analysis on Aggregated Data from Different Private Sources
Rob Hall, Yuval Nardi, Stephen Fienberg
Preserving the privacy of individual databases when carrying out statistical calculations has a long history in statistics and had been the focus of much recent attention in machin…