Concentrated Differential Privacy

March 06, 2016 ยท Declared Dead ยท ๐Ÿ› arXiv.org

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Authors Cynthia Dwork, Guy N. Rothblum arXiv ID 1603.01887 Category cs.DS: Data Structures & Algorithms Cross-listed cs.CR Citations 483 Venue arXiv.org Last Checked 1 month ago
Abstract
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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