I. Introduction
Along with the rapid innovation of vehicular technologies, ICVs have been gradually promoted worldwide and lead the direction of technical development for the next generation of vehicles. Perception, controlling, and decision methods help ICVs to understand driving situations and guarantee the safety. Moreover, the diversified communications methods provide more approaches for ICVs to realize surrounding environments and make decisions. Presented as Fig. 1, the diversity of communication is one of the typical characteristics for ICVs, where the vehicle may access to cloud-platform (vehicle-to-Internet), surrounding vehicle (vehicle-to-vehicle) and people (vehicle-to-person). Diverse accessing approach results in abundant functions and contributes to improve the user’s experience. Unfortunately, the abundance of functions leads to another problem—the risking attacks. Moreover, ICVs always incorporate various intelligent sensors, such as lidar, video camera, GPS, and others. The diverse sensors significantly benefit the perception of the dynamic environment, but they also increase the potential risking cyber-attack and result in threats for cybersecurity.
Landscape of vehicular ad-hoc networks [1].