Design of Policy-Aware Differentially Private Algorithms
Proceedings of the VLDB Endowment, Volume 9, Issue 4, 2014, Pages 264-275.
The problem of designing error optimal differentially private algorithms is well studied. Recent work applying differential privacy to real world settings have used variants of differential privacy that appropriately modify the notion of neighboring databases. The problem of designing error optimal algorithms for such variants of differen...More
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