Ektelo: A Framework for Defining Differentially-Private Computations

    SIGMOD/PODS '18: International Conference on Management of Data Houston TX USA June, 2018, pp. 115-130, 2019.

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    Abstract:

    The adoption of differential privacy is growing but the complexity of designing private, efficient and accurate algorithms is still high. We propose a novel programming framework and system, Ektelo, for implementing both existing and new privacy algorithms. For the task of answering linear counting queries, we show that nearly all existin...More

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