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一种用于网络切换系统抗拒绝服务攻击弹性控制的跨层博弈论方法。

A Cross-Layer Game-Theoretic Approach to Resilient Control of Networked Switched Systems Against DoS Attacks.

作者信息

Lian Jie, Jia Peilin, Wu Feiyue

出版信息

IEEE Trans Cybern. 2025 Jan;55(1):38-49. doi: 10.1109/TCYB.2024.3470011. Epub 2024 Dec 19.

DOI:10.1109/TCYB.2024.3470011
PMID:39405151
Abstract

This article investigates the resilient control strategies of networked switched systems (NSSs) against denial-of-service (DoS) attacks and external disturbance. In the network layer, both the defender and the attacker allocate energy over multiple channels. Considering the impact of switching characteristic in the physical layer on the network layer, a dynamic regulating factor is proposed to adjust the total energy of the defender. To optimize the signal-to-interference-noise ratio and energy consumption simultaneously at each player's side, a multiobjective game problem is formulated. Furthermore, a nondominated sorting genetic algorithm framework is employed, incorporating the knee point selection mechanism to attain the Pareto-Nash equilibrium, based on which the optimal defense strategy can be derived to achieve resilience against DoS attacks. In the physical-layer, taking the dynamic packet loss caused by DoS attacks and external disturbance into account, an minimax controller containing control inputs and the switching signal is designed to guarantee the optimal performance for NSSs through the dynamic game-theoretic approach. Finally, the networked continuous stirred tank reactor system is provided to verify the effectiveness of the proposed method.

摘要

本文研究了网络化切换系统(NSSs)针对拒绝服务(DoS)攻击和外部干扰的弹性控制策略。在网络层,防御者和攻击者都在多个信道上分配能量。考虑到物理层中的切换特性对网络层的影响,提出了一种动态调节因子来调整防御者的总能量。为了在每个参与者端同时优化信干噪比和能量消耗,建立了一个多目标博弈问题。此外,采用了一种非支配排序遗传算法框架,并结合拐点选择机制来获得帕累托-纳什均衡,在此基础上可以推导出最优防御策略,以实现对DoS攻击的弹性。在物理层,考虑到DoS攻击和外部干扰引起的动态丢包,设计了一个包含控制输入和切换信号的极小极大控制器,通过动态博弈论方法保证NSSs的最优性能。最后,给出了网络化连续搅拌釜式反应器系统,以验证所提方法的有效性。

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