4 citations · 5 across the 3 of their papers we have counts for
3 papers · 1 filter
SynDiffix: More accurate synthetic structured data
Paul Francis, Cristian Berneanu, Edon Gashi
This paper introduces SynDiffix, a mechanism for generating statistically accurate, anonymous synthetic data for structured data. Recent open source and commercial systems use Gene…
Diffix Elm: Simple Diffix
Paul Francis, Sebastian Probst-Eide, David Wagner +3
Historically, strong data anonymization requires substantial domain expertise and custom design for the given data set and use case. Diffix is an anonymization framework designed t…
Diffix-Birch: Extending Diffix-Aspen
Paul Francis, Sebastian Probst-Eide, Pawel Obrok +3
A longstanding open problem is that of how to get high quality statistics through direct queries to databases containing information about individuals without revealing information…