Vol. 12 No. 2 (2022): Regular issue, including articles based on presentations at TPDP 2021

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 Inference with Approximate Computation for Differentially Private Data via Perturbations

TPDP 2021

Consistent Spectral Clustering of Network Block Models under Local Differential Privacy

The Sample Complexity of Distribution-Free Parity Learning in the Robust Shuffle Model

Representing Sparse Vectors with Differential Privacy, Low Error, Optimal Space, and Fast Access