Toward information privacy for the internet of things : a nonparametric learning approach

• Main Authors: Sun, Meng, Tay, Wee Peng, He, Xin
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2019
• Subjects: Information Privacy; Engineering::Electrical and electronic engineering; Decentralized Hypothesis Testing
• Online Access: https://hdl.handle.net/10356/107063; http://hdl.handle.net/10220/49707; http://dx.doi.org/10.1109/TSP.2018.2793871
• Institution: Nanyang Technological University

In an Internet of things network, multiple sensors send information to a fusion center for it to infer a public hypothesis of interest. However, the same sensor information may be used by the fusion center to make inferences of a private nature that the sensors wish to protect. To model this, we ado...