Concentrated Differential Privacy
Data Structures and Algorithms
2016-03-17 v2 Cryptography and Security
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.
Cite
@article{arxiv.1603.01887,
title = {Concentrated Differential Privacy},
author = {Cynthia Dwork and Guy N. Rothblum},
journal= {arXiv preprint arXiv:1603.01887},
year = {2016}
}