Decentralized detection with robust information privacy protection

• Main Authors: Sun, Meng, Tay, Wee Peng
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2021
• Subjects: Engineering::Electrical and electronic engineering; Information Privacy; Decentralized Hypothesis Testing
• Online Access: https://hdl.handle.net/10356/154434
• Institution: Nanyang Technological University

We consider a decentralized detection network whose aim is to infer a public hypothesis of interest. However, the raw sensor observations also allow the fusion center to infer private hypotheses that we wish to protect. We consider the case where there are an uncountable number of private hypotheses...