Vol. 14 No. 2 (2024): Regular issue, including articles based on presentations at TPDP 2022

Regular issue, includes additional articles based on presentations at TPDP 2022 - Theory and Practice of Differential Privacy.

Executive Editors: Lars Vilhuber and Rachel Cummings

Guest Editors (TPDP 2022 content): Audra McMillan and Gautam Kamath

DOI: https://doi.org/10.29012/jpc.v14i2

Published: 2024-06-24

On the Connection Between the ABS Perturbation Methodology and Differential Privacy

Parastoo Sadeghi , Chien-Hung Chien

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Generalized Rainbow Differential Privacy

Yuzhou Gu, Ziqi Zhou, Onur Günlü, Rafael G. L. D'Oliveira, Parastoo Sadeghi, Muriel Médard, Rafael F. Schaefer

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Differentially Private Fine-tuning of Language Models

Da Yu, Saurabh Naik, Arturs Backurs, Sivakanth Gopi, Huseyin A. Inan, Gautam Kamath, Janardhan Kulkarni, Yin Tat Lee, Andre Manoel, Lukas Wutschitz, Sergey Yekhanin, Huishuai Zhang

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Private Query Release via the Johnson-Lindenstrauss Transform

Aleksandar Nikolov

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Differentially Private Synthetic Control

Saeyoung Rho, Rachel Cummings, Vishal Misra

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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.