领导者跟随多智能体系统中的随机拒绝服务攻击分配

Stochastic Denial-of-Service Attack Allocation in Leader-Following Multiagent Systems

IEEE Transactions on Systems, Man, and Cybernetics: Systems · 2021
被引 30
ABS 3

中文导读

研究了智能攻击者随机攻击通信链路以阻止多智能体系统达成共识的问题,基于最大流最小割引理给出了最小攻击边数,并提供了攻击概率的上下界。

Abstract

In this article, an intelligent attacker is considered, which aims to prevent leader-following multiagent systems from achieving consensus. The attacker randomly injects denial-of-service (DoS) attacks to some communication channels in the network, which make the corresponding attacked edges disconnected. The minimum number of communication channels needed to be jammed by the attacker to guarantee the system fails to achieve the consensus is provided based on the Max-Flow Min-Cut lemma and an algorithm to generate the minimum attacked edges is proposed. Furthermore, a lower bound and an upper bound of the attack probability to destroy the consensusability of the system are provided, respectively. Finally, numerical simulations are given to illustrate the results.

多智能体系统拒绝服务攻击分布式控制网络安全共识问题