Distributed Security Monitoring and Resilient Cooperative Control
暫譯: 分散式安全監控與韌性協作控制
Wen, Guanghui, LV, Yuezu, Zhao, Dan
相關主題
商品描述
This book systematically addresses the security and resilience of networked agent systems, from sensor networks to general multi-agent systems, against evolving cyber threats.
Distributed Security Monitoring and Resilient Cooperative Control explores techniques for distributed security monitoring to detect sparse attacks on sensors (location-fixed/varying and sparse-fixed/varying), Byzantine node/link attacks, and vulnerability-related attacks in heterogeneous sensor networks. It provides advanced solutions for finite/fixed-time monitoring convergence under nonlinear dynamics. Regarding resilient cooperative control of multi-agent systems, the book tackles the challenge of isolation against various attacks, such as false data injection and covert, non-collusive, and collusive attacks. Practical applications range from resilient smart grids and attack-resistant drones to self-healing infrastructures. Rigorous mathematical frameworks, including graph theory and matrix analysis, establish a principled link between theoretical guarantees and the security operations of real-world networked agent systems. These frameworks offer tools to fortify critical networks against unpredictable, unstructured attacks.
This book will appeal to scholars, engineers, and practitioners involved in systems engineering, control theory, cybersecurity, and artificial intelligence.
商品描述(中文翻譯)
本書系統性地探討了網絡代理系統的安全性和韌性，涵蓋從感測器網絡到一般多代理系統，針對不斷演變的網絡威脅。
《分散式安全監控與韌性協作控制》探討了分散式安全監控的技術，以檢測對感測器的稀疏攻擊（位置固定/變動及稀疏固定/變動）、拜占庭節點/連結攻擊，以及在異質感測器網絡中的脆弱性相關攻擊。它提供了在非線性動態下有限/固定時間監控收斂的先進解決方案。關於多代理系統的韌性協作控制，本書解決了針對各種攻擊（如虛假數據注入、隱蔽的非共謀和共謀攻擊）的隔離挑戰。實際應用範圍從韌性智能電網和抗攻擊無人機到自我修復基礎設施。嚴謹的數學框架，包括圖論和矩陣分析，建立了理論保證與現實世界網絡代理系統安全操作之間的原則性聯繫。這些框架提供了加強關鍵網絡抵禦不可預測、無結構攻擊的工具。
本書將吸引參與系統工程、控制理論、網絡安全和人工智慧的學者、工程師和實務工作者。
作者簡介
Guanghui Wen (Senior Member, IEEE) is Endowed Chair Professor at the School of Automation, Southeast University, Nanjing, China. Prof. Wen was the recipient of the National Science Fund for Distinguished Young Scholars and Australian Research Council Discovery Early Career Researcher Award. His current research interests include autonomous intelligent systems, complex networked systems, distributed control and optimization, resilient control, and distributed reinforcement learning.
Yuezu Lv (Senior member, IEEE) is currently the Associate Professor at the State Key Laboratory of CNS/ATM, Beijing Institute of Technology, Beijing, China. Dr. Lv served as a Program Committee Member for the 2019 International Workshop on Artificial Intelligence and Applications to Intelligent Manufacturing. He was a finalist for Zhang Si-Ying Outstanding Youth Paper Award in 2015. His research interests include cooperative control of multiagent systems and adaptive control.
Dan Zhao (Member, IEEE) is currently the Assistant Researcher at the School of Mathematics, Southeast University, Nanjing, China. Dr. Zhao was selected for the ninth 2023 Young Elite Scientists Sponsorship by China Association for Science and Technology. Her research interests include multi-agent systems, attack detection and isolation, and distributed resilient control.
Xuqiang Lei (Member, IEEE) is currently the Assistant Researcher at the School of Mathematics, Southeast University, Nanjing, China. Dr. Lei was the recipient of the seventh 2023 Chinese Conference on swarm Intelligence and Cooperative Control (CCSICC) Best Student Paper Award and the Society of Instrument and Control Engineers (SICE) Annual Conference 2023 Student Travel Grant Award. His research interests include cyber-physical systems, distributed secure state monitoring, and resilient consensus control.
作者簡介(中文翻譯)
溫光輝（IEEE 高級會員）是中國南京東南大學自動化學院的特聘講座教授。溫教授曾獲得國家優秀青年科學基金和澳大利亞研究委員會發現早期職業研究者獎。他目前的研究興趣包括自主智能系統、複雜網絡系統、分散控制與優化、韌性控制以及分散強化學習。
呂月祖（IEEE 高級會員）目前是中國北京理工大學CNS/ATM國家重點實驗室的副教授。呂博士曾擔任2019年國際人工智慧與智能製造應用研討會的程序委員會成員。他在2015年獲得張思瀅優秀青年論文獎的決賽入圍者。他的研究興趣包括多智能體系統的協作控制和自適應控制。
趙丹（IEEE 會員）目前是中國南京東南大學數學學院的助理研究員。趙博士被中國科學技術協會選為2023年第九屆青年精英科學家贊助計劃的成員。她的研究興趣包括多智能體系統、攻擊檢測與隔離以及分散韌性控制。
雷旭強（IEEE 會員）目前是中國南京東南大學數學學院的助理研究員。雷博士獲得2023年第七屆中國群體智能與協作控制會議（CCSICC）最佳學生論文獎和2023年儀器與控制工程師學會（SICE）年會學生旅行獎。His research interests include cyber-physical systems, distributed secure state monitoring, and resilient consensus control.
