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noise

package

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Versions in this module

v1

v1.1.2

Feb 7, 2022

v1.1.0

Aug 2, 2021

v1.0.1

Jul 27, 2021

Changes in this version

+ func SigmaForGaussian(l0Sensitivity int64, lInfSensitivity, epsilon, delta float64) float64

+ type ConfidenceInterval struct

+ LowerBound float64

+ UpperBound float64

+ type Kind int

+ const GaussianNoise

+ const LaplaceNoise

+ const Unrecognised

+ func ToKind(n Noise) Kind

+ type Noise interface

+ AddNoiseFloat64 func(x float64, l0sensitivity int64, lInfSensitivity, epsilon, delta float64) float64

+ AddNoiseInt64 func(x, l0sensitivity, lInfSensitivity int64, epsilon, delta float64) int64

+ ComputeConfidenceIntervalFloat64 func(noisedX float64, l0Sensitivity int64, ...) (ConfidenceInterval, error)

+ ComputeConfidenceIntervalInt64 func(noisedX, l0Sensitivity, lInfSensitivity int64, epsilon, delta, alpha float64) (ConfidenceInterval, error)

+ Threshold func(l0Sensitivity int64, ...) float64

+ func Gaussian() Noise

+ func Laplace() Noise

+ func ToNoise(k Kind) Noise

Other modules containing this package

github.com/google/differential-privacy/go/v2

github.com/google/differential-privacy/go/v3