I. Introduction
The research relating to cyber-physical systems (CPS) has recently drawn the attention of academia, industry, and the government because of its wide impact to society, economy, and environment [1]. While still lacking in formal definition, cyber-physical systems are largely referred to as the next generation of engineered systems with the integration of communication, computation, and control to achieve the goals of stability, performance, robustness, and efficiency for physical systems [2]. While ongoing research work focuses on achieving these goals, security within CPS is largely ignored [1]. As cyber-physical systems are being widely integrated in various critical infrastructures, however, any security breaches to these systems could have catastrophic consequences. For example, if a vehicle-to-vehicle communication network is compromised, accidents would occur when wrong distance information is transmitted. In fact, the emergence of autonomous cars has further deteriorated the problem since passengers have to trust all decisions made by the vehicles.