releaseResponse

an object of class <code><a rd-options="" href="/link/DPMech-class?package=diffpriv&version=0.4.2" data-mini-rdoc="diffpriv::DPMech-class">DPMech-class</a></code>.

mechanism

an object of class <code><a rd-options="" href="/link/DPParamsEps?package=diffpriv&version=0.4.2" data-mini-rdoc="diffpriv::DPParamsEps">DPParamsEps</a></code> or subclass.

privacyParams

a privacy-sensitive dataset, if using sensitivity sampler a: list,
matrix, data frame, numeric/character vector.

Runs the differentially-private mechanism on given data.

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) <doi:10.1007/11681878_14>. Example mechanisms
include the Laplace mechanism for releasing numeric aggregates, and the
exponential mechanism for releasing set elements. A sensitivity sampler
(Rubinstein & Alda, 2017) <arXiv:1706.02562> permits sampling target
non-private function sensitivity; combined with the generic mechanisms, it
permits turn-key privatization of arbitrary programs.

Benjamin Rubinstein

diffpriv

Easy Differential Privacy

Francesco Ald<c3><a0>

releaseResponse function

an object of class <code><a rd-options='' href='DPMech-class'>DPMech-class</a></code>.

an object of class <code><a rd-options='' href='DPParamsEps'>DPParamsEps</a></code> or subclass.

releaseResponse: `DPMech` private release method.

Description

Usage

Arguments

Value