Vol. 9 No. 2 (2019): Differential Privacy, including Special Issue on the Theory and Practice of Differential Privacy 2017

Articles on differential privacy, including the special issue based on presentations at TPDP 2017 - Theory and Practice of Differential Privacy - held in Dallas, TX, USA. Latter section was guest edited by Jonathan Ullman.

Editors: Jonathan Ullman and Lars Vilhuber
Managing Editor: Lars Vilhuber

DOI: https://doi.org/10.29012/jpc.v9i2

Published: 2019-10-23

Editorial for Volume 9 Issue 2

Jonathan Ullman, Lars Vilhuber

PDF

Releasing Earnings Distributions using Differential Privacy
Disclosure Avoidance System For Post-Secondary Employment Outcomes (PSEO)

Andrew David Foote, Ashwin Machanavajjhala, Kevin McKinney

PDF Code

Differential Privacy in Practice: Expose your Epsilons!

Cynthia Dwork, Nitin Kohli, Deirdre Mulligan

PDF

A Practical Method to Reduce Privacy Loss When Disclosing Statistics Based on Small Samples

Raj Chetty, John N Friedman

PDF Code

Differential Privacy on Finite Computers

Victor Balcer, Salil Vadhan

PDF

BLENDER: Enabling Local Search with a Hybrid Differential Privacy Model

Brendan Avent, Aleksandra Korolova, David Zeber, Torgeir Hovden, Benjamin Livshits

PDF

Accuracy First: Selecting a Differential Privacy Level for Accuracy-Constrained ERM

Steven Wu, Aaron Roth, Katrina Ligett, Bo Waggoner, Seth Neel

PDF Code

Program for TPDP 2017

Jonathan Ullman; Lars Vilhuber

PDF Online

Make a Submission

about2

The Journal of Privacy and Confidentiality is an open-access multi-disciplinary journal whose purpose is to facilitate the coalescence of research methodologies and activities in the areas of privacy, confidentiality, and disclosure limitation. The JPC seeks to publish a wide range of research and review papers, not only from academia, but also from government (especially official statistical agencies) and industry, and to serve as a forum for exchange of views, discussion, and news. For more information, see the About the Journal page.