Differential Privacy as a Causal Property

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Differential Privacy as a Causal Property

16 October 2017

Michael Carl Tschantz

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Papers citing "Differential Privacy as a Causal Property"

7 / 7 papers shown

Title
Privacy Loss in Apple's Implementation of Differential Privacy on MacOS 10.12 Jun Tang Aleksandra Korolova Xiaolong Bai Xueqiang Wang Xiaofeng Wang 48 292 0 08 Sep 2017
Differential Privacy as a Mutual Information Constraint P. Cuff Lanqing Yu 43 204 0 12 Aug 2016
Inferential Privacy Guarantees for Differentially Private Mechanisms Arpita Ghosh Robert D. Kleinberg 47 51 0 04 Mar 2016
Automated Experiments on Ad Privacy Settings: A Tale of Opacity, Choice, and Discrimination Amit Datta Michael Carl Tschantz Anupam Datta 79 735 0 27 Aug 2014
A Methodology for Information Flow Experiments Michael Carl Tschantz Amit Datta Anupam Datta Jeannette M. Wing 40 34 0 10 May 2014
On the relation between Differential Privacy and Quantitative Information Flow Mário S. Alvim M. Andrés K. Chatzikokolakis C. Palamidessi 70 63 0 30 Sep 2011
On the `Semantics' of Differential Privacy: A Bayesian Formulation S. Kasiviswanathan Adam D. Smith 110 167 0 27 Mar 2008