Xinnan Li

Locally Private Streaming Data Release with Shuffling and Subsampling

2023

Longitudinal data collection is an important task for real-time data analysts in this Big Data Era. However, the continual observation of raw data may leak user’s sensitive information. Local differential privacy is a rigorous privacy-preserving …