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.

Special Issue on Improving the secure and safe management of confidential data


In this special issue, we solicit innovative research articles on the future directions of
secure and safe restricted data management based on discussion of the current practices and
challenges addressed at the "2022 NAHDAP-ICPSR restricted data workshop." Submissions are not restricted to workshop participants.

Vol. 12 No. 1 (2022): Regular issue, including an article based on a presentation at TPDP 2020

Regular issue, including an article based on a presentation at TPDP 2020 - Theory and Practice of Differential Privacy.

Managing Editor: Lars Vilhuber

Guest Editor (TPDP 2020 content): Rachel Cummings

Published: 2022-07-29

A Unified Interpretation of the Gaussian Mechanism for Differential Privacy Through the Sensitivity Index

Georgios Kaissis, Moritz Knolle, Friederike Jungmann, Alexander Ziller, Dmitrii Usynin, Daniel Rueckert

A Taxonomy of Attacks on Privacy-Preserving Record Linkage

Anushka Vidanage, Thilina Ranbaduge, Peter Christen, Rainer Schnell

The Discrete Gaussian for Differential Privacy

Clement Canonne, Gautam Kamath, Thomas Steinke

Overlook: Differentially Private Exploratory Visualization for Big Data

Mihai Budiu, Pratiksha Thaker, Parikshit Gopalan, Udi Wieder, Matei Zaharia
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