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Differentially Private SQL with Bounded User Contribution

Differentially Private SQL with Bounded User Contribution

Abstract Differential privacy (DP) provides formal guarantees that the output of a database query does not reveal too much information about any individual present in the database. While many differentially private algorithms have been proposed in the scientific literature, there are only a few end-to-end implementations of differentially private query …