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

DOI: https://doi.org/10.29012/jpc.v12i1

Published: 2022-07-29

The Discrete Gaussian for Differential Privacy

Clement Canonne, Gautam Kamath, Thomas Steinke

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

Overlook: Differentially Private Exploratory Visualization for Big Data

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