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. 15 No. 3 (2025): 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: 2025-12-31

Avoiding Floating-Point Side Channels in the Report Noisy Max with Gap Mechanism

Zeyu Ding, John Durrell, Daniel Kifer, Prottay Protivash, Guanhong Wang, Yuxin Wang, Yingtai Xiao, Danfeng Zhang

Bridging the Privacy Accounting Gap in DP-SGD

Lynn Chua, Badih Ghazi, Charlie Harrison, Ethan Leeman, Pritish Kamath, Ravi Kumar, Pasin Manurangsi, Amer Sinha, Chiyuan Zhang
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