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Secure output consensus for multi-agent systems under edge-based event-trigger against denial-of-service
Yajing Ma1, Zhanjie Li2, Ye Cao3
1School of Internet of Things, Nanjing University of Posts and Telecommunications, Nanjing 210003, PR China; Provincial Engineering Research Center for New Energy Vehicle Intelligent Control and Simulation Test Technology of Sichuan, Chengdu 610039, PR China.
This study addresses secure consensus in multi-agent systems facing denial-of-service attacks using an event-triggered control strategy. The novel scheme ensures system stability and avoids continuous communication, even with data loss.
Area of Science:
- Control Systems Engineering
- Networked Systems Security
- Distributed Artificial Intelligence
Background:
- Heterogeneous multi-agent systems face challenges in achieving consensus, especially under cyber-attacks.
- Denial-of-Service (DoS) attacks disrupt communication, leading to data loss and potential instability.
- Existing event-triggered schemes may not effectively handle DoS attacks or prevent Zeno behavior.
Purpose of the Study:
- To develop a secure output consensus strategy for heterogeneous multi-agent systems under DoS attacks.
- To design a novel edge-based event-triggered scheme resilient to DoS attacks.
- To ensure system stability and preserve output consensus despite communication disruptions.
Main Methods:
- A hold-input controller update strategy is employed without explicit attack detection.
- A novel edge-based event-triggered scheme is proposed, considering the attack's tolerable duration.
- Switched system theory is utilized to analyze and guarantee output consensus.
Main Results:
- The proposed event-triggered scheme effectively avoids continuous communication and Zeno behavior.
- Output consensus is successfully preserved in the presence of DoS attacks.
- The effectiveness of the approach is demonstrated through a practical example.
Conclusions:
- The developed secure output consensus strategy is effective for heterogeneous multi-agent systems under DoS attacks.
- The novel event-triggered scheme provides a robust solution for maintaining system performance and stability.
- This research contributes to the security and reliability of distributed systems in adversarial environments.
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