Secure Event-Triggered Control for Vehicle Platooning in the Presence of Modification Attacks

TL;DR

This paper develops a resilient event-triggered control method to ensure secure vehicle platoon consensus despite gain modification attacks, using topology switching and stability conditions.

Contribution

It introduces a novel attack-resilient control scheme with topology switching and derives conditions for maintaining stability under malicious gain modifications.

Findings

Proposed a resilient control scheme effective against gain modification attacks.

Derived stability conditions for static and dynamic event-triggered control.

Validated the approach through simulations demonstrating robustness.

Abstract

This paper addresses the problem of achieving secure consensus in a vehicular platoon using event-triggered control. The platoon consists of a leader and multiple follower vehicles exchanging their position and velocity information discretely to maintain stability. The paper focuses on the issue of gain modification attacks, where a malicious actor attempts to alter the controller gains to destabilize the platoon. To tackle this problem, the paper proposes a resilient event-triggered control scheme that ensures secure consensus while considering constraints on the duration and frequency of attacks. The paper also introduces an attack mitigation strategy through a topology-switching procedure, which is employed when the attack frequency and duration constraints are not met. First, sufficient consensus conditions for distributed static and dynamic event-triggered control schemes are derived under sequential gain modification attacks. The impact of the system matrices and triggering parameters on the attack constraints is also discussed. Second, the paper derives conditions to broaden the range of controller gain stability using the Schur stability criterion to mitigate attacks and maintain platoon stability. Finally, the effectiveness of the proposed methodology is demonstrated through simulation scenarios in various case studies.