Module b2dp::mechanisms

Base-2 Differential Privacy Mechanisms

Modules

exponential	Implements the base-2 exponential mechanism.
integerpartition	Implements the integer partition exponential mechanism (fixed bounds variant).
laplace	Implements an approximation of the Laplace mechanims via the base-2 exponential mechanism. Note: this does incur the factor of 2 penalty on privacy loss. Consider sample_within_bounds or noisy_threshold as alternatives.
naive	Naive Mechanism Implementations for comparison
sparsevector	Implements the base-2 sparse vector mechanism.