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Tight Differential Privacy for Discrete-Valued Mechanisms and for the Subsampled Gaussian Mechanism Using FFT.
Antti Koskela
Joonas Jälkö
Lukas Prediger
Antti Honkela
Published in:
AISTATS (2021)
Keyphrases
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differential privacy
discrete valued
differentially private
continuous valued
privacy guarantees
privacy preserving
private data
privacy preservation
frequency domain
machine learning
non stationary
personal information
data sharing
data privacy