Regular issue, includes additional articles based on presentations at TPDP 2022 - Theory and Practice of Differential Privacy.

Executive Editors: Lars Vilhuber and Rachel Cummings

Guest Editors (TPDP 2022 content): Audra McMillan and Gautam Kamath


Published: 2024-02-11

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

Tamara T. Mueller, Dmitrii Usynin, Johannes C. Paetzold, Rickmer Braren, Daniel Rueckert, Georgios Kaissis

Exact Privacy Analysis of the Gaussian Sparse Histogram Mechanism

Arjun Wilkins, Daniel Kifer, Danfeng Zhang, Brian Karrer

Numerical Composition of Differential Privacy

Sivakanth Gopi, Yin Tat Lee, Lukas Wutschitz