N-output Mechanism: Estimating Statistical Information from Numerical Data under Local Differential Privacy

Incheol Baek, Yon Dohn Chung

Local Differential Privacy (LDP) addresses significant privacy concerns in sensitive data collection. In this work, we focus on numerical data collection under LDP, targeting a sig…