Preprint Open access
Detection and Resolution of Periodic Artifacts in OpenDP's Discrete Laplace Sampler
Differential privacy implementations rely on precise sampling from noise distributions to provide formal privacy guarantees. We report the discovery of systematic artifacts in OpenDP's discrete Laplace sampler that manifest as periodic distortions in the output distribution. Through systematic testing, we trace these a …