Attack-and-Defense Games for Control Systems: Analysis and Synthesis
by 作者: Huanhuan Yuan (Author), Yuan Yuan (Author), Huapeng Dong (Author), Yuanqing Xia (Author)
Publisher Finelybook 出版社: CRC Press
Edition 版本: 1st
Publication Date 出版日期: 2024-08-08
Language 语言: English
Pages 页数: 216 pages
ISBN-10 书号: 1032774649
ISBN-13 书号: 9781032774640
Book Description
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.
About the Author
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.
