DPParamsGam-class

DPParamsGam

show,DPParamsGam-method

getGamma,DPParamsGam-method

setGamma&lt;-,DPParamsGam-method

toGamma,DPParamsGam,numeric-method

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

object

value

gamma

An S4 base class representing the privacy parameters in
\((\epsilon,\delta,\gamma)\)-random differential privacy.

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>

DPParamsGam-class function

<ul>
<li><code>show</code>: automatically prints the object.</li>
<li><code>getGamma</code>: getter for slot <code>gamma</code>.</li>
<li><code>setGamma&lt;-</code>: setter for slot <code>gamma</code>.</li>
<li><code>toGamma</code>: returns object with set gamma; generic for use with
superclasses <code><a rd-options="" href="/link/DPParamsEps?package=diffpriv&version=0.4.2" data-mini-rdoc="diffpriv::DPParamsEps">DPParamsEps</a></code> and <code><a rd-options="" href="/link/DPParamsDel?package=diffpriv&version=0.4.2" data-mini-rdoc="diffpriv::DPParamsDel">DPParamsDel</a></code>.</li>
</ul>

Methods (by generic)

<dl class="dl-horizontal">
<dt><code>epsilon</code></dt><dd>positive scalar numeric privacy level.</dd></dl><dt><code>delta</code></dt><dd>a scalar numeric privacy level in interval [0,1).</dd><dt><code>gamma</code></dt><dd>a scalar numeric privacy level in [0, 1).</dd>

Slots

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

An S4 class for random differential privacy parameters. — DPParamsGam-class

<ul>
<li><code>show</code>: automatically prints the object.</li>
<li><code>getGamma</code>: getter for slot <code>gamma</code>.</li>
<li><code>setGamma&lt;-</code>: setter for slot <code>gamma</code>.</li>
<li><code>toGamma</code>: returns object with set gamma; generic for use with
superclasses <code><a rd-options='' href='DPParamsEps'>DPParamsEps</a></code> and <code><a rd-options='' href='DPParamsDel'>DPParamsDel</a></code>.</li>
</ul>

DPParamsGam-class: An S4 class for random differential privacy parameters.

Description

Usage

Arguments

Methods (by generic)

Slots

See Also