Event-Triggered Resilient Consensus Control for Multiagent Systems Under Asynchronous Optimal DoS Attacks

IF 4.4 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Yan Xie;Lianghao Ji;Xing Guo;Huaqing Li
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引用次数: 0

Abstract

This article investigates the design of asynchronous optimal denial-of-service (DoS) attacks targeting consensus mechanisms in multiagent systems (MASs). Current research predominantly relies on random DoS attack strategies that fail to account for adversarial intentionality and high-intensity behavioral patterns inherent to cyber threats. To address this limitation, we propose an asynchronous optimal DoS (AODoS) attacks algorithm specifically designed for energy-constrained adversaries. The algorithm strategically optimizes channel selection to maximize consensus error. To counteract such attacks, secure control strategies integrating event-triggered and self-triggered mechanisms is developed to achieve resilient bipartite consensus of MASs. Theoretical analysis derives sufficient conditions for ensuring consensus convergence under AODoS attacks. Numerical simulations validate the effectiveness of the proposed strategies in mitigating high-intensity DoS attacks.
异步最优DoS攻击下多智能体系统的事件触发弹性共识控制
本文研究了多智能体系统(MASs)中针对共识机制的异步最优拒绝服务(DoS)攻击的设计。目前的研究主要依赖于随机DoS攻击策略,无法解释网络威胁固有的对抗性意向性和高强度行为模式。为了解决这一限制,我们提出了一种异步最优DoS (AODoS)攻击算法,专门为能量受限的对手设计。该算法对信道选择进行策略优化,使一致性误差最大化。为了对抗这种攻击,开发了集成事件触发和自触发机制的安全控制策略,以实现有弹性的双部共识。理论分析得到了AODoS攻击下共识收敛的充分条件。数值仿真验证了所提策略在缓解高强度DoS攻击方面的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
IEEE Systems Journal
IEEE Systems Journal 工程技术-电信学
CiteScore
9.80
自引率
6.80%
发文量
572
审稿时长
4.9 months
期刊介绍: This publication provides a systems-level, focused forum for application-oriented manuscripts that address complex systems and system-of-systems of national and global significance. It intends to encourage and facilitate cooperation and interaction among IEEE Societies with systems-level and systems engineering interest, and to attract non-IEEE contributors and readers from around the globe. Our IEEE Systems Council job is to address issues in new ways that are not solvable in the domains of the existing IEEE or other societies or global organizations. These problems do not fit within traditional hierarchical boundaries. For example, disaster response such as that triggered by Hurricane Katrina, tsunamis, or current volcanic eruptions is not solvable by pure engineering solutions. We need to think about changing and enlarging the paradigm to include systems issues.
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