Cross-Layer Design for Secure and Resilient Cyber-Physical Systems: A Decision and Game Theoretic Approach
暫譯: 跨層設計以實現安全與韌性的網絡物理系統:決策與博弈理論方法
Zhu, Quanyan, Xu, Zhiheng
- 出版商: Springer
- 出版日期: 2021-11-17
- 售價: $7,280
- 貴賓價: 9.5 折 $6,916
- 語言: 英文
- 頁數: 232
- 裝訂: Quality Paper - also called trade paper
- ISBN: 3030602532
- ISBN-13: 9783030602536
海外代購書籍(需單獨結帳)
商品描述
This book introduces a cross-layer design to achieve security and resilience for CPSs (Cyber-Physical Systems). The authors interconnect various technical tools and methods to capture the different properties between cyber and physical layers. Part II of this book bridges the gap between cryptography and control-theoretic tools. It develops a bespoke crypto-control framework to address security and resiliency in control and estimation problems where the outsourcing of computations is possible. Part III of this book bridges the gap between game theory and control theory and develops interdependent impact-aware security defense strategies and cyber-aware resilient control strategies.
With the rapid development of smart cities, there is a growing need to integrate the physical systems, ranging from large-scale infrastructures to small embedded systems, with networked communications. The integration of the physical and cyber systems forms Cyber-Physical Systems (CPSs), enabling the use of digital information and control technologies to improve the monitoring, operation, and planning of the systems. Despite these advantages, they are vulnerable to cyber-physical attacks, which aim to damage the physical layer through the cyber network.
This book also uses case studies from autonomous systems, communication-based train control systems, cyber manufacturing, and robotic systems to illustrate the proposed methodologies. These case studies aim to motivate readers to adopt a cross-layer system perspective toward security and resilience issues of large and complex systems and develop domain-specific solutions to address CPS challenges.
商品描述(中文翻譯)
本書介紹了一種跨層設計,以實現網路物理系統(CPSs, Cyber-Physical Systems)的安全性和韌性。作者將各種技術工具和方法互相連結,以捕捉網路層和物理層之間的不同特性。本書的第二部分彌補了密碼學與控制理論工具之間的差距。它開發了一個量身定制的加密控制框架,以解決在計算外包可能的情況下,控制和估計問題中的安全性和韌性。本書的第三部分則彌補了博弈論與控制理論之間的差距,並開發了相互依賴的影響感知安全防禦策略和網路感知的韌性控制策略。
隨著智慧城市的快速發展,將從大型基礎設施到小型嵌入式系統的物理系統與網路通信整合的需求日益增加。物理系統與網路系統的整合形成了網路物理系統(CPSs),使得利用數位信息和控制技術來改善系統的監控、運作和規劃成為可能。儘管這些優勢存在,但它們仍然容易受到網路物理攻擊的威脅,這些攻擊旨在通過網路來損害物理層。
本書還使用了來自自主系統、基於通信的列車控制系統、網路製造和機器人系統的案例研究,以說明所提出的方法論。這些案例研究旨在激勵讀者採用跨層系統的視角來看待大型和複雜系統的安全性和韌性問題,並開發特定領域的解決方案以應對CPS挑戰。
本書描述了一套全面的解決方案,以應對安全和韌性控制系統中的廣泛技術挑戰(本書中的許多發現對於任何從事網路安全工作的人都非常有用)。從事計算機科學和工程的研究人員、教授和高級學生將會發現本書作為參考或輔助教材非常有用。對網路安全感興趣的行業專業人士和軍事工作者也會希望購買本書。