Easy Differential Privacy


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Documentation for package ‘diffpriv’ version 0.4.2

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diffpriv-package 'diffpriv': practical differential privacy in R.
bernstein Fit a Bernstein polynomial approximation.
diffpriv 'diffpriv': practical differential privacy in R.
DPMech-class An S4 class for differentially-private mechanisms.
DPMechBernstein An S4 class for the Bernstein mechanism of differential privacy.
DPMechBernstein-class An S4 class for the Bernstein mechanism of differential privacy.
DPMechExponential An S4 class for the exponential mechanism of differential privacy.
DPMechExponential-class An S4 class for the exponential mechanism of differential privacy.
DPMechGaussian An S4 class for the Gaussian mechanism of differential privacy.
DPMechGaussian-class An S4 class for the Gaussian mechanism of differential privacy.
DPMechLaplace An S4 class for the Laplace mechanism of differential privacy.
DPMechLaplace-class An S4 class for the Laplace mechanism of differential privacy.
DPMechNumeric A virtual S4 class for differentially-private numeric mechanisms.
DPMechNumeric-class A virtual S4 class for differentially-private numeric mechanisms.
DPParamsDel An S4 class for relaxed differential privacy parameters.
DPParamsDel-class An S4 class for relaxed differential privacy parameters.
DPParamsEps An S4 class for basic differential privacy parameters.
DPParamsEps-class An S4 class for basic differential privacy parameters.
DPParamsGam An S4 class for random differential privacy parameters.
DPParamsGam-class An S4 class for random differential privacy parameters.
getDelta-method An S4 class for relaxed differential privacy parameters.
getEpsilon-method An S4 class for basic differential privacy parameters.
getGamma-method An S4 class for random differential privacy parameters.
predict.bernstein Evaluate Bernstein approximations on data.
releaseResponse 'DPMech' private release method.
releaseResponse-method An S4 class for the Bernstein mechanism of differential privacy.
releaseResponse-method An S4 class for the exponential mechanism of differential privacy.
releaseResponse-method A virtual S4 class for differentially-private numeric mechanisms.
sensitivityNorm 'DPMech' sensitivity-inducing norm.
sensitivityNorm-method An S4 class for the Bernstein mechanism of differential privacy.
sensitivityNorm-method An S4 class for the exponential mechanism of differential privacy.
sensitivityNorm-method A virtual S4 class for differentially-private numeric mechanisms.
sensitivitySampler Sensitivity sampler for 'DPMech-class"s.
sensitivitySampler-method Sensitivity sampler for 'DPMech-class"s.
sensitivitySamplerManual Sensitivity sampler for 'DPMech-class'.
sensitivitySamplerManual-method Sensitivity sampler for 'DPMech-class'.
sensitivitySamplerManual-method Sensitivity sampler for 'DPMechNumeric-class'.
setDelta<- Setter for slot 'delta'.
setDelta<--method An S4 class for relaxed differential privacy parameters.
setEpsilon<- Setter for slot 'epsilon'.
setEpsilon<--method An S4 class for basic differential privacy parameters.
setGamma<- Setter for slot 'gamma'.
setGamma<--method An S4 class for random differential privacy parameters.
show-method An S4 class for the Bernstein mechanism of differential privacy.
show-method An S4 class for the exponential mechanism of differential privacy.
show-method An S4 class for the Gaussian mechanism of differential privacy.
show-method An S4 class for the Laplace mechanism of differential privacy.
show-method A virtual S4 class for differentially-private numeric mechanisms.
show-method An S4 class for relaxed differential privacy parameters.
show-method An S4 class for basic differential privacy parameters.
show-method An S4 class for random differential privacy parameters.
toGamma-method An S4 class for relaxed differential privacy parameters.
toGamma-method An S4 class for basic differential privacy parameters.
toGamma-method An S4 class for random differential privacy parameters.