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Statistical Properties of Sanitized Results from Differentially Private
  Laplace Mechanism with Univariate Bounding Constraints

Statistical Properties of Sanitized Results from Differentially Private Laplace Mechanism with Univariate Bounding Constraints

28 July 2016
Fang Liu
ArXivPDFHTML

Papers citing "Statistical Properties of Sanitized Results from Differentially Private Laplace Mechanism with Univariate Bounding Constraints"

3 / 3 papers shown
Title
DPpack: An R Package for Differentially Private Statistical Analysis and
  Machine Learning
DPpack: An R Package for Differentially Private Statistical Analysis and Machine Learning
S. Giddens
F. Liu
38
1
0
19 Sep 2023
Can Querying for Bias Leak Protected Attributes? Achieving Privacy With
  Smooth Sensitivity
Can Querying for Bias Leak Protected Attributes? Achieving Privacy With Smooth Sensitivity
Faisal Hamman
Jiahao Chen
Sanghamitra Dutta
25
9
0
03 Nov 2022
Generalized Gaussian Mechanism for Differential Privacy
Generalized Gaussian Mechanism for Differential Privacy
Fang Liu
15
133
0
19 Feb 2016
1