José S. Costa

PrivMDC: leveraging multi-dimensional correlations to answer differentially private range queries

This work proposes a new approach to answer multi-dimensional range queries that leverages multi-dimensional correlations and workload characteristics to selectively choose the data that is collected under the LDP model and proposes a new optimization step that makes use of available workload characteristics to identif...