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.

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

Published: 2024-06-24

Generalized Rainbow Differential Privacy

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

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

Differentially Private Synthetic Control

Saeyoung Rho, Rachel Cummings, Vishal Misra
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