Vol. 15 No. 2 (2025): Regular issue, including articles based on presentations at TPDP 2023 | Journal of Privacy and Confidentiality

Regular issue, includes additional articles based on presentations at TPDP 2023 - Theory and Practice of Differential Privacy.

Editor-in-Chief: Kunal Talwar

Managing Editor: Rachel Cummings

Guest Editors (TPDP 2023 content): Aloni Cohen and Audra McMillan

DOI: https://doi.org/10.29012/jpc.v15i2

Published: 2025-08-31

Synthetic Census Data Generation via Multidimensional Multiset Sum

Cynthia Dwork, Kristjan Greenewald, Manish Raghavan

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Bayesian Methods to Improve The Accuracy of Differentially Private Measurements of Constrained Parameters

Ryan Janicki, Scott Holan, Kyle Irimata, James Livsey, Andrew Raim

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Concurrent Composition for Interactive Differential Privacy with Adaptive Privacy-Loss Parameters

Samuel Haney, Michael Shoemate, Grace Tian, Salil Vadhan, Andrew Vyrros, Vicki Xu, Wanrong Zhang

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Tight Bounds for Machine Unlearning via Differential Privacy

Yiyang Huang, Clement Canonne

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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.

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