Deriving an Optimal Noise Adding Mechanism for Privacy-Preserving Machine Learning

Mohit Kumar, Michael Rossbory, Bernhard Alois Moser, Bernhard Freudenthaler. Deriving an Optimal Noise Adding Mechanism for Privacy-Preserving Machine Learning. In Gabriele Anderst-Kotsis, A Min Tjoa, Ismail Khalil, editors, Database and Expert Systems Applications - DEXA 2019 International Workshops BIOKDD, IWCFS, MLKgraphs and TIR, Linz, Austria, August 26-29, 2019, Proceedings. Volume 1062 of Communications in Computer and Information Science, pages 108-118, Springer, 2019. [doi]

Authors

Mohit Kumar

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Michael Rossbory

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Bernhard Alois Moser

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Bernhard Freudenthaler

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