setEpsilon&lt;-

the instance of <code>DPParamsEps</code>.

object

positive numeric \(\epsilon\) value.

value

Use this method instead of slot <code>epsilon</code>.

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.

setEpsilon<-: Setter for slot `epsilon`.

Description

Usage

Arguments

See Also