Qiao Xue

DDRM: A Continual Frequency Estimation Mechanism with Local Differential Privacy

2022 · IEEE Transactions on Knowledge and Data Engineering

Many applications rely on continual data collection to provide real-time information services, e.g., real-time road traffic forecasts. However, the collection of original data brings risks to user privacy. Recently, local differential privacy (LDP) has emerged …