Safety, Security and Privacy for Cyber-Physical Systems
暫譯: 網絡物理系統的安全性、保安性與隱私性
Ferrari, Riccardo M. G., Teixeira, André M. H.
相關主題
商品描述
This book presents an in-depth overview of recent work related to the safety, security, and privacy of cyber-physical systems (CPSs). It brings together contributions from leading researchers in networked control systems and closely related fields to discuss overarching aspects of safety, security, and privacy; characterization of attacks; and solutions to detecting and mitigating such attacks.
The book begins by providing an insightful taxonomy of problems, challenges and techniques related to safety, security, and privacy for CPSs. It then moves through a thorough discussion of various control-based solutions to these challenges, including cooperative fault-tolerant and resilient control and estimation, detection of attacks and security metrics, watermarking and encrypted control, privacy and a novel defense approach based on deception. The book concludes by discussing risk management and cyber-insurance challenges in CPSs, and by presenting the future outlook for this area of research as a whole. Its wide-ranging collection of varied works in the emerging fields of security and privacy in networked control systems makes this book a benefit to both academic researchers and advanced practitioners interested in implementing diverse applications in the fields of IoT, cooperative autonomous vehicles and the smart cities of the future.商品描述(中文翻譯)
本書深入概述了與網路物理系統（CPSs）的安全性、保安性和隱私相關的最新研究成果。它匯集了來自網路控制系統及相關領域的領先研究者的貢獻，討論安全性、保安性和隱私的整體方面；攻擊的特徵；以及檢測和減輕這些攻擊的解決方案。
本書首先提供了與CPSs的安全性、保安性和隱私相關的問題、挑戰和技術的深入分類。接著，詳細討論了針對這些挑戰的各種基於控制的解決方案，包括合作容錯和韌性控制與估計、攻擊檢測和安全指標、水印和加密控制、隱私以及基於欺騙的新型防禦方法。本書最後討論了CPSs中的風險管理和網路保險挑戰，並展望了該研究領域的未來。
本書在網路控制系統中安全性和隱私的新興領域中，廣泛收錄了各種作品，對於有興趣在物聯網、合作自主車輛和未來智慧城市等領域實施多樣化應用的學術研究者和高級從業者均有益處。
作者簡介
Riccardo M. G. Ferrari received the Laurea degree (Cum Laude and printing honours) in Electronic Engineering in 2004 and the Ph.D. degree in Information Engineering in 2009, both from the University of Trieste, Italy. He held both academic and industrial R&D positions, in particular as Researcher in the field of process instrumentation and control for the steel-making sector, at Danieli Automation S.p.A. (Italy). He is currently Assistant Professor in Fault Tolerant Control with the Delft Center for Systems and Control, Delft University of Technology, The Netherlands. His research interests include fault diagnosis and attack detection in large-scale cyber-physical systems, with applications to cooperative autonomous vehicles, wind energy and industrial control systems. He is the recipient of the 2005 Giacomini Award of the Italian Acoustic Society and was granted a Marie Curie Individual Fellowship from the EU in 2016. He received an Honourable Mention for the Paul M. Frank Award at the IFAC SAFEPROCESS 2018 and won an Airbus Award at IFAC 2020 for the best contribution to the competition on Aerospace Industrial Fault Detection. He is a member of the IFAC Technical Committees TC 6.2 on Mining, Mineral and Metal Processing and TC 6.4 on Fault Detection, Supervision & Safety of Technical Processes (SAFEPROCESS).
André M. H. Teixeira is Associate Senior Lecturer at the Division of Signals and Systems, Department of Electrical Engineering, Uppsala University, Sweden. He received the M.Sc. degree in Electrical and Computer Engineering from the Faculdade de Engenharia da Universidade do Porto in 2009, and the Ph.D. degree in automatic control from the KTH Royal Institute of Technology in 2014. From October 2015 to August 2017, Dr. Teixeira was Assistant Professor in Cybersecurity of Critical Infrastructures at the Faculty of Technology, Policy and Management, Delft University of Technology, The Netherlands. His research interests include secure and resilient control systems, distributed fault detection and isolation, distributed optimization, power systems, and multiagent systems. Dr. Teixeira was a recipient of the Best Student Paper Award from the IEEE Multi-Conference on Systems and Control in 2014 and an Honourable Mention for the Paul M. Frank Award at the IFAC SAFEPROCESS 2018. He was awarded a Starting Grant by the Swedish Research Council in 2019, and he is among the 20 young researchers in Sweden that received the Future Research Leaders 7 grant by the Swedish Foundation for Strategic Research in 2020.
作者簡介(中文翻譯)
Riccardo M. G. Ferrari 於2004年獲得意大利的的的里雅斯特大學電子工程學士學位（以優異成績及印刷榮譽），並於2009年獲得信息工程博士學位。他曾在學術界和工業界擔任研發職位，特別是在Danieli Automation S.p.A.（意大利）擔任過鋼鐵製造領域的過程儀器和控制研究員。他目前是荷蘭代爾夫特科技大學系統與控制中心的容錯控制助理教授。他的研究興趣包括大型網絡物理系統中的故障診斷和攻擊檢測，應用於合作自主車輛、風能和工業控制系統。他是2005年意大利聲學學會的Giacomini獎得主，並於2016年獲得歐盟的Marie Curie個人獎學金。他在IFAC SAFEPROCESS 2018中獲得Paul M. Frank獎的榮譽提名，並在IFAC 2020中因對航空航天工業故障檢測競賽的最佳貢獻而獲得空中巴士獎。他是IFAC技術委員會TC 6.2（礦業、礦物和金屬加工）和TC 6.4（技術過程的故障檢測、監控與安全）（SAFEPROCESS）的成員。
André M. H. Teixeira 是瑞典烏普薩拉大學電機工程系信號與系統部的副高級講師。他於2009年獲得波爾圖大學工程學院的電氣與計算機工程碩士學位，並於2014年獲得KTH皇家科技學院的自動控制博士學位。從2015年10月到2017年8月，Teixeira博士在荷蘭代爾夫特科技大學技術、政策與管理學院擔任關鍵基礎設施的網絡安全助理教授。他的研究興趣包括安全和韌性控制系統、分佈式故障檢測與隔離、分佈式優化、電力系統和多智能體系統。Teixeira博士於2014年獲得IEEE多會議系統與控制最佳學生論文獎，並在IFAC SAFEPROCESS 2018中獲得Paul M. Frank獎的榮譽提名。他於2019年獲得瑞典研究委員會的啟動資助，並在2020年成為瑞典20位年輕研究者之一，獲得瑞典戰略研究基金會的未來研究領導者7號資助。
