2022 30th International Conference on Electrical Engineering (ICEE) · 2022 · 25 citations · 26 references
ComputingCybersecuritySystems EngineeringAutonomous VehiclesCyber-physical SystemsVehicle DynamicsDistributed ControlIntelligent Transportation SystemsMulti-agent SystemsVehicle ControlVehicle Control SystemsVehicle CybersecurityAttack DetectionHigh-gain ObserversLocal FeedbackPlatooningResilient ControlResilient Control ArchitecturesResilient Control SystemsVehicle Platooning
Platooning of smart vehicles, a key multi‑agent application, is vulnerable to malicious deception attacks that can inject false data, cause agents to deviate from routes, and destabilize the entire platoon through cooperative interactions. The paper proposes a resilient vehicular control strategy to recover attacked agents and restore them to the platoon. The strategy employs a high‑gain observer to detect deception attacks and a control scheme to bring compromised vehicles back into the platoon. A case study demonstrates the effectiveness of the proposed detection and recovery procedure.
Platooning of smart vehicles would be an important application of multi-agent systems. Each member of a multi-agent system is vulnerable to malicious attacks. Cyber attacks including deception attacks can inject false data into the information sent through the local feedback links of vehicles in the platoon. The attacked agents might deviate from the specified route in the group. Furthermore, due to the cooperation between agents, the effect of attack can snowball into other agents and destabilize the whole system. In this paper, a resilient vehicular control strategy is proposed against deception attack to retrieve the attacked agent to rejoin the platoon. Moreover, the detection of a vehicle under deception attack will be done by incorporating a high-gain observer. At the end, the case study demonstrates the capability of the proposed procedure.
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Experimental Security Analysis of a Modern Automobile
Karl Koscher, Alexei Czeskis, Franziska Roesner et al. · 2010 · 1.8K citations