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diffpriv  

Easy Differential Privacy
View on CRAN: Click here


Download and install diffpriv package within the R console
Install from CRAN:
install.packages("diffpriv")

Install from Github:
library("remotes")
install_github("cran/diffpriv")

Install by package version:
library("remotes")
install_version("diffpriv", "0.4.2")



Attach the package and use:
library("diffpriv")
Maintained by
Benjamin Rubinstein
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-07-18
Latest Update: 2017-07-18
Description:
An implementation of major general-purpose mechanisms for privatizing statistics, models, and machine learners, within the framework of differential privacy of Dwork et al. (2006) . Example mechanisms include the Laplace mechanism for releasing numeric aggregates, and the exponential mechanism for releasing set elements. A sensitivity sampler (Rubinstein & Alda, 2017) permits sampling target non-private function sensitivity; combined with the generic mechanisms, it permits turn-key privatization of arbitrary programs.
How to cite:
Benjamin Rubinstein (2017). diffpriv: Easy Differential Privacy. R package version 0.4.2, https://cran.r-project.org/web/packages/diffpriv. Accessed 22 Dec. 2024.
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