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.

JPC paper "Differentially Private Fine-tuning of Language Models" wins runner-up Caspar Bowden Award

2026-08-28

Many Congratulations to Da Yu, Saurabh Naik, Arturs Backurs, Sivakanth Gopi, Huseyin A. Inan, Gautam Kamath, Janardhan Kulkarni, Yin Tat Lee, Andre Manoel, Lukas Wutschitz, Sergey Yekhanin, and Huishuai Zhang, whose work "Differentially Private Fine-tuning of Language Models" published in Journal of Privacy and Confidentiality, Vol. 14 (2) 2024 has received the runner-up Caspar Bowden Award at PETS 2026. 

Vol. 16 No. 1 (2026): Regular issue, including articles based on presentations at TPDP 2024

Regular issue, includes additional articles based on presentations at TPDP 2024 - Theory and Practice of Differential Privacy.

Editor-in-Chief: Kunal Talwar

Managing Editor: Rachel Cummings

Guest Editors (TPDP 2024 content): Aloni Cohen and Joe Near

Published: 2026-04-30

Slowly Scaling Per-Record Differential Privacy

Brian Finley, Anthony Caruso, Justin Doty, Ashwin Machanavajjhala, Mikaela Meyer, David Pujol, William Sexton, Zachary Terner
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