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Concentrated Differential Privacy

We introduce Concentrated Differential Privacy, a relaxation of Differential Privacy enjoying better accuracy than both pure differential privacy and its popular "(epsilon,delta)" relaxation without compromising on cumulative privacy loss over multiple computations.

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Co-authorshipAuthorshipAuthorshipTopic signalTopic signalWConcentrated Differential Privacypreprint / 2016ACynthia DworkResearcherAGuy N. RothblumResearcherTCryptography and Security7258 worksTData Structures and Alg...3564 works
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Concentrated Differential Privacy

preprint / 2016

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