Regular issue, includes additional articles based on presentations at TPDP 2018 - Theory and Practice of Differential Privacy.

Managing Editor: Lars Vilhuber

Guest Editor (TPDP 2018 content):  Aleksandar Nikolov

DOI: https://doi.org/10.29012/jpc.v10i2

Published: 2021-02-03

Editorial

On Privacy in the Age of COVID-19

Cynthia Dwork, Alan Karr, Kobbi Nissim, Lars Vilhuber
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Articles

On the Privacy and Utility Properties of Triple Matrix-Masking

Aidong Adam Ding, Guanhong Miao, Samuel Shangwu Wu
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Synthetic Business Microdata

an Australian example

Chien-Hung Chien, Alan Hepburn Welsh, John D Moore
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Differentially Private Release of Datasets using Gaussian Copula

Hassan Jameel Asghar, Ming Ding, Thierry Rakotoarivelo, Sirine Mrabet, Dali Kaafar
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TPDP 2018

INSPECTRE: Privately Estimating the Unseen

Jayadev Acharya, Gautam Kamath, Ziteng Sun, Huanyu Zhang
PDF Data and Code Github

Subsampled Rényi Differential Privacy and Analytical Moments Accountant

Yu-Xiang Wang, Borja Balle, Shiva Kasiviswanathan
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Understanding Privacy-Utility Tradeoffs in Differentially Private Online Active Learning

Daniel M Bittner, Alejandro E Brito, Mohsen Ghassemi, Shantanu Rane, Anand D Sarwate, Rebecca N Wright
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