Mechanisms

Generic mechanisms for differential privacy.

An S4 class for differentially-private mechanisms.

show releaseResponse sensitivityNorm

An S4 class for the Bernstein mechanism of differential privacy.

show releaseResponse sensitivityNorm

An S4 class for the exponential mechanism of differential privacy.

show

An S4 class for the Gaussian mechanism of differential privacy.

show

An S4 class for the Laplace mechanism of differential privacy.

show sensitivityNorm releaseResponse

A virtual S4 class for differentially-private numeric mechanisms.

Sensitivity Sampling

Automatically estimating non-private target function sensitivity.

sensitivitySampler

Sensitivity sampler for DPMech-class's.

Privacy Parameters

Encapsulating privacy budget.

show getDelta setDelta<- toGamma

An S4 class for relaxed differential privacy parameters.

show getEpsilon setEpsilon<- toGamma

An S4 class for basic differential privacy parameters.

show getGamma setGamma<- toGamma

An S4 class for random differential privacy parameters.