ABC: Numerical Data Collection under Local Differential Privacy without Prior Knowledge

Incheol Baek, Hyungbin Kim, Yon Dohn Chung

Local Differential Privacy (LDP) provides strong privacy guarantees for collecting numerical data. A fundamental challenge, however, is that existing LDP mechanisms require a prede…