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Recursive partitioning and summarization
2012
Proceedings of the 7th ACM Symposium on Information, Computer and Communications Security - ASIACCS '12
In this paper we investigate Recursive Partitioning and Summarization (RPS), a practical framework for data publishing that satisfies differential privacy. While there have been several negative results concerning non-interactive differentially private data release, we show that such results do not necessarily mean that such release is impossible. To that end, we propose a data release framework that leverages current advances in differentially private query answering to synthesize an
doi:10.1145/2414456.2414477
dblp:conf/ccs/QardajiL12
fatcat:z2nui4m2lbdqngf2zfdno5rrpa