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Exact Privacy Analysis of the Gaussian Sparse Histogram Mechanism

Exact Privacy Analysis of the Gaussian Sparse Histogram Mechanism

2 February 2022
Brian Karrer
Daniel Kifer
Arjun S. Wilkins
Qiang Yan
ArXivPDFHTML

Papers citing "Exact Privacy Analysis of the Gaussian Sparse Histogram Mechanism"

4 / 4 papers shown
Title
Optimal Accounting of Differential Privacy via Characteristic Function
Optimal Accounting of Differential Privacy via Characteristic Function
Yuqing Zhu
Jinshuo Dong
Yu Wang
55
102
0
16 Jun 2021
Differentially Private SQL with Bounded User Contribution
Differentially Private SQL with Bounded User Contribution
Royce J. Wilson
Celia Yuxin Zhang
William K. C. Lam
Damien Desfontaines
Daniel Simmons-Marengo
Bryant Gipson
66
149
0
04 Sep 2019
Practical Differentially Private Top-$k$ Selection with Pay-what-you-get
  Composition
Practical Differentially Private Top-kkk Selection with Pay-what-you-get Composition
D. Durfee
Ryan M. Rogers
58
87
0
10 May 2019
Improving the Gaussian Mechanism for Differential Privacy: Analytical
  Calibration and Optimal Denoising
Improving the Gaussian Mechanism for Differential Privacy: Analytical Calibration and Optimal Denoising
Borja Balle
Yu Wang
MLT
74
405
0
16 May 2018
1