Pure Differential Privacy for Functional Summaries with a Laplace-like Process

Haotian Lin, Matthew Reimherr

Many existing mechanisms for achieving differential privacy (DP) on infinite-dimensional functional summaries typically involve embedding these functional summaries into finite-dim…