Attack-And-Defense Games for Control Systems: Analysis and Synthesis
Yuan, Huanhuan, Yuan, Yuan, Dong, Huapeng
- 出版商: CRC
- 出版日期: 2024-08-06
- 售價: $6,620
- 貴賓價: 9.5 折 $6,289
- 語言: 英文
- 頁數: 216
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1032774649
- ISBN-13: 9781032774640
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相關分類:
控制系統 Control-systems
海外代購書籍(需單獨結帳)
相關主題
商品描述
This vital work for researchers and graduate students focuses on resilience estimation and control of cyber-physical networked systems using attacker-defender game theory. It presents attack and defense strategies and describes the design and resilience of control systems to withstand cyberattacks.
Complex control systems, including cyber-physical and cloud control systems, are in open network environments and are often confronted with threats from cyberspace, physical space and even cloud service. With diversified and intelligent attack patterns and improvements in attack capabilities, non-contact damage can be widespread. In this book, the authors use a formal, mathematical approach to introduce their recent research findings to describe and design attack and defense strategies using game theoretic method. The book is divided into three sections, focusing on strategies for resilience against deception attacks and DoS attacks, and protecting cloud control systems against threats. In these sections, the authors address topics such as secure and distributed filtering, attack detection and disturbance rejection, resilient state estimation, and resilient control, and techniques such as Stackelberg games, hierarchical games, and active eavesdropping. Through this book readers will be able to design effective defense strategies for complex control system to achieve resilience for closed-control cyber physical systems, network and cloud systems.
This book is a vital resource for graduate students and academic researchers who are familiar with the concepts related to cyberattack and defense and who have a related research background. To maximize their benefit from this book, readers are recommended to have a strong mathematical foundation as the book takes a mathematical approach to the concepts and strategies described within.
商品描述(中文翻譯)
這本對研究人員和研究生來說至關重要的著作,專注於利用攻擊者-防禦者博弈理論進行網路物理系統的韌性估計和控制。書中提出了攻擊和防禦策略,並描述了控制系統的設計和韌性,以抵禦網路攻擊。
複雜的控制系統,包括網路物理系統和雲控制系統,處於開放的網路環境中,經常面臨來自網路空間、物理空間甚至雲服務的威脅。隨著多樣化和智能化的攻擊模式以及攻擊能力的提升,非接觸式損害可能會廣泛發生。在這本書中,作者採用正式的數學方法介紹他們最近的研究成果,描述和設計使用博弈理論方法的攻擊和防禦策略。該書分為三個部分,重點關注抵禦欺騙攻擊和拒絕服務攻擊的韌性策略,以及保護雲控制系統免受威脅。在這些部分中,作者探討了安全和分散過濾、攻擊檢測和擾動拒絕、韌性狀態估計和韌性控制等主題,以及Stackelberg博弈、分層博弈和主動竊聽等技術。通過這本書,讀者將能夠為複雜的控制系統設計有效的防禦策略,以實現封閉控制的網路物理系統、網路和雲系統的韌性。
這本書是對於熟悉網路攻擊和防禦相關概念並具備相關研究背景的研究生和學術研究人員的重要資源。為了最大化從這本書中獲益,建議讀者具備扎實的數學基礎,因為本書在描述的概念和策略中採用了數學方法。
作者簡介
Huanhuan Yuan is an Associate Professor in the School of Astronautics, Northwestern Polytechnical University, Xi'an China. She achieved her B.S. and M.S. degrees from Yanshan University in 2013 and 2016, respectively, and her Ph.D. in Control Science and Engineering from Beijing Institute of Technology, Beijing, in 2020.
Yuan Yuan is a Professor with the School of Astronautics, Northwestern Polytechnical University, Xi'an, China. He obtained his B.Sc. from Beihang University in 2009 and Ph.D. in Computer Science and Technology from Tsinghua University in 2015.
Huapeng Dong is currently pursuing a Ph.D. degree at the Unmanned System Research Institute, Northwestern Polytechnical University.
Yuanqing Xia is a Professor in the School of Automation at Beijing Institute of Technology. He received his Ph.D. in Control Theory and Control Engineering from Beijing University of Aeronautics and Astronautics in 2001.
作者簡介(中文翻譯)
Huanhuan Yuan 是西安西北工業大學航天學院的副教授。她於2013年和2016年分別獲得燕山大學的學士和碩士學位,並於2020年在北京理工大學獲得控制科學與工程的博士學位。
Yuan Yuan 是西安西北工業大學航天學院的教授。他於2009年獲得北京航空航天大學的學士學位,並於2015年在清華大學獲得計算機科學與技術的博士學位。
Huapeng Dong 目前在西北工業大學無人系統研究所攻讀博士學位。
Yuanqing Xia 是北京理工大學自動化學院的教授。他於2001年在北京航空航天大學獲得控制理論與控制工程的博士學位。