Secure detection : performance metric and sensor deployment strategy

• Main Authors: Ren, Xiaoqiang, Mo, Yilin
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Electrical and electronic engineering; Secure Detection; Byzantine Attacks
• Online Access: https://hdl.handle.net/10356/139443
• Institution: Nanyang Technological University

This paper studies how to deploy sensors in the context of detection in adversarial environments. A fusion center is performing a binary hypothesis testing based on measurements from remotely deployed heterogeneous sensors. An attacker may compromise some of the deployed sensors, which send arbitrar...