Secure dynamic event-triggering control for consensus under asynchronous denial of service

IF 2.4 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Frontiers in Computer Science Pub Date : 2024-02-09 DOI:10.3389/fcomp.2023.1125124
Amir Amini, Arash Mohammadi, Ming Hou, Amir Asif
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Abstract

This article proposes a secure implementation for consensus using a dynamic event-triggered control (DETC) scheme for general autonomous multi-agent systems (MAS) under asynchronous (distributed) denial of service (DoS) attacks. The asynchronous DoS attacks can block each communication channel independently in an unknown pattern. Depending on the impact of DoS on the communication topology, the attacks are categorized into (i): connectivity-preserved DoS (CP-DoS), and (ii): connectivity-broken DoS (CB-DoS). In CP-DoS, the operating communication topology remains connected. On the other hand, in CB-DoS the adversary breaks the communication graph into isolated sub-graphs.The DETC scheme is employed to reduce the control updates for each agent. To guarantee consensus under both the CP-DoS and CB-DoS, a linear matrix inequality (LMI) based optimization approach is proposed, which simultaneously designs all the unknown DETC parameters as well as the state feedback control gain.The proposed optimization method prioritizes the minimum inter-event interval (MIET) between consecutive control updates. The trade-off between relevant features of the MAS, namely the consensus convergence rate, intensity of control updates, and level of resilience to DoS can be handled by the proposed optimization.Simulation results quantify the effectiveness of the proposed approach, showcasing its ability to maintain secure consensus in MAS under varying DoS attack scenarios.
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异步拒绝服务情况下为达成共识而进行的安全动态事件触发控制
本文提出了一种在异步(分布式)拒绝服务(DoS)攻击下使用动态事件触发控制(DETC)方案为一般自主多代理系统(MAS)达成共识的安全实现方法。异步 DoS 攻击会以未知的模式独立阻塞每个通信通道。根据 DoS 对通信拓扑的影响,攻击可分为 (i) 连接保留型 DoS(CP-DoS)和 (ii) 连接破坏型 DoS(CB-DoS)。在 CP-DoS 中,运行中的通信拓扑保持连接。另一方面,在 CB-DoS 中,对手会将通信图分解成孤立的子图。DETC 方案用于减少每个代理的控制更新。为了保证在 CP-DoS 和 CB-DoS 两种情况下达成共识,我们提出了一种基于线性矩阵不等式(LMI)的优化方法,它可以同时设计所有未知的 DETC 参数以及状态反馈控制增益。仿真结果量化了所提方法的有效性,展示了该方法在不同 DoS 攻击场景下保持 MAS 安全共识的能力。
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来源期刊
Frontiers in Computer Science
Frontiers in Computer Science COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS-
CiteScore
4.30
自引率
0.00%
发文量
152
审稿时长
13 weeks
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