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

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

Consistent Spectral Clustering of Network Block Models under Local Differential Privacy

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