Optimal Allocation of Privacy Budget on Hierarchical Data Release

Joonhyuk Ko, Juba Ziani, Ferdinando Fioretto

Releasing useful information from datasets with hierarchical structures while preserving individual privacy presents a significant challenge. Standard privacy-preserving mechanisms…