Gaussian Differential Privacy

DOI10.1111/rssb.12454OpenAlexW4213278605MaRDI QIDQ5869171

Weijie J. Su, Aaron Roth, Jinshuo Dong

Publication date: 27 September 2022

Published in: Journal of the Royal Statistical Society Series B: Statistical Methodology (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1905.02383

zbMATH Keywords

central limit theoremcompositionsubsamplingdifferential privacyBlackwell theoremtrade-off functionprivacy amplificationprimal-dual perspectiveprivate stochastic gradient descent

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (6)

Statistic selection and MCMC for differentially private Bayesian estimation ⋮ Discrimination of quantum states under locality constraints in the many-copy setting ⋮ Optimal algorithms for differentially private stochastic monotone variational inequalities and saddle-point problems ⋮ PAC privacy: automatic privacy measurement and control of data processing ⋮ Canonical noise distributions and private hypothesis tests ⋮ Differentially private inference via noisy optimization

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