GaussianPrivacyEvent

class GaussianPrivacyEvent(noise_multiplier: float, sample_size: int, population_size: int)

Bases: object

Describe one or more identical sampled Gaussian releases.

For Poisson sampling, sample_size / population_size is the expected sampling probability. For sampling without replacement, sample_size is the exact sample size. With no amplification, the sampling metadata is retained for reporting but does not reduce the accounted privacy cost.

Methods

Attributes

noise_multiplier
sample_size
population_size