Package com.google.privacy.differentialprivacy

Interface Summary

Interface	Description
Noise	Interface for primitives that add noise to numerical data, for use in differential privacy operations.

Class Summary

Class	Description
BoundedMean	Calculates differentially private average for a collection of values.
BoundedMean.Params
BoundedMean.Params.Builder
BoundedQuantiles	Calculates differentially private quantiles for a collection of values using a quantile tree mechanism.
BoundedQuantiles.Params
BoundedQuantiles.Params.Builder
BoundedSum	Calculates a differentially private sum for a collection of values using the Laplace or Gaussian mechanism.
BoundedSum.Params
BoundedSum.Params.Builder
ConfidenceInterval	Stores the upper and lower bounds of a confidence interval.
Count	Calculates a differentially private count for a collection of values using the Laplace or Gaussian mechanism.
Count.Params
Count.Params.Builder
DpPreconditions	Utilities which validate the correctness of DP parameters.
GaussianNoise	Generates and adds Gaussian noise to a raw piece of numerical data such that the result is securely differentially private.
LaplaceNoise	Generates and adds Laplace noise to a raw piece of numerical data such that the result is securely differentially private.

Enum Summary

Enum	Description
AggregationState	Represents the state of the aggregation.