DAM, a disk-shaped random response mechanism, estimates 2D spatial distributions under local differential privacy with lower Wasserstein error than previous mechanisms at fine grid granularity.
Estimating numerical distributions under local differential privacy,
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Numerical Estimation of Spatial Distributions under Differential Privacy
DAM, a disk-shaped random response mechanism, estimates 2D spatial distributions under local differential privacy with lower Wasserstein error than previous mechanisms at fine grid granularity.