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Answering n{2+o(1)} counting queries with differential privacy is hard

symposium on the theory of computing, (2016): 361-370

Cited: 91|Views62
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Abstract

A central problem in differentially private data analysis is how to design efficient algorithms capable of answering large numbers of counting queries on a sensitive database. Counting queries are of the form "What fraction of individual records in the database satisfy the property q?" We prove that if one-way functions exist, then there ...More

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