受干扰攻击的网络物理系统鲁棒优化控制:一种嵌套博弈方法

IF 19.2 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Min Shi;Yuan Yuan
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引用次数: 0

摘要

随着计算和通信技术的进步,网络物理系统(CPS)已经应用于许多工业领域,如城市水循环,物联网,人机系统[1],b[2],它不得不面对恶意网络攻击的控制命令的网络通信。其中,干扰攻击被认为是最常见的降低网络性能的攻击之一。博弈论被广泛认为是一种准确描述干扰攻击者与合法用户[3]之间相互作用的方法。在网络层,利用信号博弈模型来描述攻击者和防御者[4]之间的传输。然而,由于共享通信网络的特性,以往的博弈论研究大多无法满足工业cps的需求。具体而言,由于各种网络诱导现象和所采用的通信协议,导致游戏玩家的信息不完全。在物理层,研究了cps在攻击检测下的安全控制[5]和估计[6]。然而,这些方法不仅严重依赖于信号注入检测,而且无法接触到发起隐蔽攻击的智能攻击者,使得数据接收者无法观察到攻击行为[7]。因此,这里产生的动机是解决受干扰攻击的cps的嵌套游戏问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Robust Optimization Control for Cyber-Physical Systems Subject to Jamming Attack: A Nested Game Approach
Dear Editor, With the advances in computing and communication technologies, the cyber-physical system (CPS), has been used in lots of industrial fields, such as the urban water cycle, internet of things, and human-cyber systems [1], [2], which has to face up to malicious cyber-attacks towards cyber communication of control commands. Specifically, jamming attack is regarded as one of the most common attacks of decreasing network performance. Game theory is widely regarded as a method of accurately describing the interaction between jamming attacker and legitimate user [3]. In the cyber layer, the signal game model has been utilized to describe the transmission between the attacker and defender [4]. However, most previous game theoretical researches are not feasible to meet the demands of industrial CPSs mainly due to the shared communication network nature. Specifically, it leads to incomplete information for players of game owing to various network-induced phenomena and employed communication protocols. In the physical layer, the secure control [5] and estimation [6] under attack detection have been studied for CPSs. However, these methods not only rely heavily on signals injection detection, but also have no access to smart attackers who launch covert attacks so that data receivers cannot observe the attack behaviour [7]. Accordingly, the motivation arising here is to tackle the nested game problem for CPSs subject to jamming attack.
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来源期刊
Ieee-Caa Journal of Automatica Sinica
Ieee-Caa Journal of Automatica Sinica Engineering-Control and Systems Engineering
CiteScore
23.50
自引率
11.00%
发文量
880
期刊介绍: The IEEE/CAA Journal of Automatica Sinica is a reputable journal that publishes high-quality papers in English on original theoretical/experimental research and development in the field of automation. The journal covers a wide range of topics including automatic control, artificial intelligence and intelligent control, systems theory and engineering, pattern recognition and intelligent systems, automation engineering and applications, information processing and information systems, network-based automation, robotics, sensing and measurement, and navigation, guidance, and control. Additionally, the journal is abstracted/indexed in several prominent databases including SCIE (Science Citation Index Expanded), EI (Engineering Index), Inspec, Scopus, SCImago, DBLP, CNKI (China National Knowledge Infrastructure), CSCD (Chinese Science Citation Database), and IEEE Xplore.
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