cs.CR, cs.LG, stat.ML

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

arXiv:2309.00125v3 Announce Type: replace
Abstract: Many existing mechanisms for achieving differential privacy (DP) on infinite-dimensional functional summaries typically involve embedding these functional summaries into finite-dimensional subspaces …