Vol. 14 No. 1 (2024): Regular issue, including articles based on presentations at TPDP 2022

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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Articles

Exact Privacy Analysis of the Gaussian Sparse Histogram Mechanism

The Bounded Gaussian Mechanism for Differential Privacy

Differentially Private Guarantees for Analytics and Machine Learning on Graphs: A Survey of Results

TPDP 2022

Private Convex Optimization via Exponential Mechanism

Numerical Composition of Differential Privacy