Sequential Change Detection for Multiple Data Streams with Differential Privacy

Lixing Zhang, Liyan Xie, Ruizhi Zhang

Sequential change-point detection seeks to rapidly identify distributional changes in streaming data while controlling false alarms. Existing multi-stream detection methods typical…