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Privately Releasing Conjunctions and the Statistical Query Barrier

Privately Releasing Conjunctions and the Statistical Query Barrier

Suppose we would like to know all answers to a set of statistical queries $C$ on a data set up to small error, but we can access the data itself only by using statistical queries. A trivial solution is to exhaustively ask all queries in $C$. In this paper, we …