ConceptLaplace Mechanism
Laplace Mechanism
A classical mechanism in differential privacy that satisfies differential privacy by adding Laplace noise to query results, with the noise scale calibrated by the global sensitivity.
Timeline (last 90 days)
Oct 19
The paper gives exact identities for the Gaussian mechanism and the Laplace mechanism, namely that the KSD certificate exactly equals the Rènyi divergence (under a specific kernel); for the exponential mechanism it gives an upper bound.
Unverified50%