Emerging Trends for Securing Cyber Physical Systems and the Internet of Things
暫譯: 保護網路物理系統與物聯網的新興趨勢
Bhushan, Bharat, Sharma, Sudhir Kumar, Nand, Parma
相關主題
商品描述
In the past decades, cyber-physical systems (CPSs) have been widely applied to fields such as smart grids, environment monitoring, aerospace, smart transportation, and industrial automation. Great strides have been made in CPSs to improve the computing mechanism, communication, and quality of service by applying optimization algorithms. Currently, these efforts are integrated with the applications of machine learning (ML) and artificial intelligence (AI). To maintain system reliability and stability, CPSs such as smart grids face numerous challenges, including large-scale Internet-of-Things (IoT) device adaptation, ever-increasing demands of electrical energy, and the rise of a wide range of security threats. These challenges bring forth the need to find sustainable and advanced solutions to guarantee reliable and secure operations in these systems.
The goal of this book is to foster transformative, multidisciplinary, and novel approaches that ensure CPS security by taking into consideration the unique security challenges present in the environment. This book attracts contributions in all aspects pertaining to this multidisciplinary paradigm, which includes the development and implementation of Smart CPS, Supervisory Control and Data Acquisition (SCADA) systems, CPS for Industry 4.0, CPS architecture for IoT applications, and CPS forensics.
This book:
- Discusses concepts including wireless sensor networks (WSNs), CPSs, and the IoT in a comprehensive manner.
- Covers routing protocols in sensor networks, attacks, and vulnerabilities in WSNs, the Internet of Cyber-Physical Things, and CPSs for industrial applications.
- Highlights technological advances, practical solutions, emerging trends, and prototypes related to privacy in CPSs and the IoT.
- Presents a pathway and architecture for proactive security schemes in CPSs to counter vulnerabilities, including phishing attacks, malware injection, internal stealing of data, and hacking.
- Discusses the most recent research and development on the enabling technologies for IoT-based CPSs.
Owing to the scope and diversity of topics covered, the book will be of interest not only to researchers and theorists but also to professionals, material developers, technology specialists, and methodologists dealing with the multifarious aspects of data privacy and security enhancement in CPSs. The book will provide these professionals an overview of CPS security and privacy design, as well as enlighten them to promising solutions to research problems such as cyberattacks in CPS, risk identification and management in CPS, ML-based trust computational models for CPSs, nature-inspired algorithms for CPSs, and distributed consensus algorithms for event detection in CPSs. The secondary target audience of this book includes legal practitioners, hackers, cyber law policymakers, cyber forensic analysts, and global security consortiums who may use it to further their research exposure to pertinent topics in cybersecurity.
商品描述(中文翻譯)
在過去幾十年中，網路物理系統（CPS）已廣泛應用於智慧電網、環境監測、航空航天、智慧交通和工業自動化等領域。透過應用優化演算法，CPS在計算機制、通信和服務質量方面取得了重大進展。目前，這些努力與機器學習（ML）和人工智慧（AI）的應用相結合。為了維持系統的可靠性和穩定性，像智慧電網這樣的CPS面臨著許多挑戰，包括大規模物聯網（IoT）設備的適應、日益增加的電能需求以及各種安全威脅的上升。這些挑戰促使我們需要尋找可持續和先進的解決方案，以保證這些系統的可靠和安全運行。
本書的目標是促進變革性、多學科和新穎的方法，確保CPS的安全，考慮到環境中存在的獨特安全挑戰。本書吸引了與這一多學科範式相關的各個方面的貢獻，包括智慧CPS的開發和實施、監控控制和數據採集（SCADA）系統、工業4.0的CPS、物聯網應用的CPS架構以及CPS取證。
本書：
- 全面討論無線感測器網路（WSN）、CPS和物聯網的概念。
- 涵蓋感測器網路中的路由協議、攻擊和WSN中的漏洞、網路物理事物的互聯網以及工業應用的CPS。
- 突出與CPS和物聯網隱私相關的技術進步、實用解決方案、新興趨勢和原型。
- 提出CPS中主動安全方案的路徑和架構，以應對漏洞，包括釣魚攻擊、惡意軟體注入、內部數據盜竊和駭客攻擊。
- 討論基於物聯網的CPS的啟用技術的最新研究和開發。
由於涵蓋的主題範圍和多樣性，本書不僅對研究人員和理論家感興趣，還對專業人士、材料開發者、技術專家和方法論者有吸引力，這些人處理CPS中數據隱私和安全增強的多方面問題。本書將為這些專業人士提供CPS安全和隱私設計的概述，並啟發他們尋找有前景的解決方案，以解決如CPS中的網路攻擊、CPS中的風險識別和管理、基於ML的CPS信任計算模型、CPS的自然啟發演算法以及CPS中事件檢測的分散共識演算法等研究問題。本書的次要目標讀者包括法律從業者、駭客、網路法律政策制定者、網路取證分析師和全球安全聯盟，這些人可能會利用本書進一步研究與網路安全相關的主題。
作者簡介
Dr. Bharat Bhushan is an Assistant Professor of Department of Computer Science and Engineering (CSE) at School of Engineering and Technology, Sharda University, Greater Noida, India. He received his Undergraduate Degree (B-Tech in Computer Science and Engineering) with Distinction in 2012, received his Postgraduate Degree (M-Tech in Information Security) with Distinction in 2015 and Doctorate Degree (PhD Computer Science and Engineering) in 2021 from Birla Institute of Technology, Mesra, India. In the year 2021 and 2022, Stanford University (USA) listed Dr. Bharat Bhushan in the top 2% scientists list. He earned numerous international certifications such as CCNA, MCTS, MCITP, RHCE and CCNP. He has published more than 150 research papers in various renowned International Conferences and SCI indexed journals including Journal of Network and Computer Applications (Elsevier), Wireless Networks (Springer), Wireless Personal Communications (Springer), Sustainable Cities and Society (Elsevier) and Emerging Transactions on Telecommunications (Wiley). He has contributed with more than 30 book chapters in various books and has edited 20 books from the most famed publishers like Elsevier, Springer, Wiley, IOP Press, IGI Global, and CRC Press. He has served as Keynote Speaker (resource person) in numerous reputed faculty development programs and international conferences held in different countries including India, Iraq, Morocco, China, Belgium and Bangladesh. He has served as a Reviewer/Editorial Board Member for several reputed international journals. In the past, he worked as an assistant professor at HMR Institute of Technology and Management, New Delhi and Network Engineer in HCL Infosystems Ltd., Noida. In addition to being the senior member of IEEE, he is also a member of numerous renowned bodies including IAENG, CSTA, SCIEI, IAE and UACEE.
Prof. (Dr.) Sudhir Kumar Sharma is currently a Professor and Head of the Department of Computer Science, Institute of Information Technology & Management affiliated to GGSIPU, New Delhi, India. He has extensive experience for over 21 years in the field of Computer Science and Engineering. He obtained his Ph.D. degree in Information Technology in 2013 from USICT, Guru Gobind Singh Indraprastha University, New Delhi, India. Dr. Sharma obtained his M. Tech degree in Computer Science & Engineering in 1999 from the Guru Jambheshwar University, Hisar, India and M.Sc. degree in Physics from the University of Roorkee (now IIT Roorkee), Roorkee, in 1997. His research interests include Machine Learning, Data Mining, and Security. He has published more than 60 research papers in various prestigious International Journals and International Conferences. He is a life member of CSI and IETE. Dr. Sharma is lead guest editor of special issue in Multimedia Tools & Applications, Springer. He was a convener and volume Editor of two international conferences, namely ICETIT-2019 and ICRIHE-2020. He authored and edited 7 Computer Science books in the field of Internet of Things, WSN, Blockchain, Cyber-Physical Systems of Elsevier, Springer, CRC Press, USA. He was selected as a reviewer /editorial board member for several reputed international journals. He has also served as a speaker, session chair or co-chair at various national and international conferences.
Professor (Dr.) Parma Nand is Dean, School of Engineering Technology, Sharda University Greater Noida. He has over 26 years of teaching, industry and research experience. He has expertise in Wireless and Sensor Network, Cryptography, Algorithm and Computer Graphics. He has earned his Ph.D from IIT Roorkee, M.Tech & B.Tech in Computer Science & Engineering from IIT Delhi. He has been Head/Member of many committees including Board of Studies, faculty and staff recruitment committee, Academic Council, Advisory Committee, Monitoring and Planning Board, Research Advisory Committee, Accreditation committee etc. He has been Ex-President of National Engineers Organization. He is senior member of IEEE (USA). He is member Executive Council of IEEE UP section (R10), member Executive Committee IEEE Computer and Signal Processing Society, member Executive of India council Computer Society, member Executive Council Computer Society of India, Noida section and has acted as an observer in many IEEE conferences. He is also having active memberships of ACM, CSI, ACEEE, ISOC, IAENG, and IASCIT. He is life time member of Soft Computing Research Society (SCRS) and ISTE. He has delivered many invited/keynotes talks at International & National Conferences/ Workshops/Seminars in India & abroad. He has published more than 85 papers in peer reviewed international/national journals and conferences. He has filed two patents. He is an active member of advisory/technical program committee of reputed International/National conferences & reviewer of number of reputed Journals e.g. Springer, Elsevier Journal Computers & Electrical Engineering.
Dr. Achyut Shankar is currently working as an Assistant Professor in Amity University, Noida, India. He obtained his PhD in Computer Science and Engineering majoring in wireless sensor network from VIT University, Vellore, India. He has published more than 35 research papers in reputed international conferences & journals in which 17 papers are in SCI journals. He is a member of ACM and has received research award for excellence in research for the year 2016 and 2017. He had organized many special sessions with Scopus Indexed International Conferences worldwide, proceedings of which were published by Springer, IEEE, Elsevier etc. He is serving as reviewer of IEEE Transactions on Intelligent Transportation Systems, IEEE Sensors Journal, IEEE Internet of Things Journal, ACM Transactions on Asian and Low-Resource Language Information Processing and other prestigious conferences. His areas of interest include Wireless sensor network, Machine Learning, Internet of things, Block-chain and Cloud computing.
Dr. Ahmed J. Obaid, is a full assistant professor at the Department of Computer Science, Faculty of Computer Science and Mathematics, University of Kufa, He received his BSC in Information Systems (IS) in 2005, from faculty of computer science, University of Anbar in 2005. M.Tech in Computer Science and Engineering from SIT, JNTUH, India in 2012, and PhD in Web Mining and Data Mining from University of Babylon in 2017. His main line of research is Web mining Techniques and Application, Image processing in the Web Platforms, Image processing, Genetic Algorithm and information theory. Ahmed J. Obaid, is an Associated Editor in Brazilian Journal of Operations & Production Management (ESCI), Guest Editor in KEM (Key Engineering Material, Scopus) Journal, Guest Editor of MAICT-19 and ICMAICT-20 issues in IOP journal of Physics, Scopus indexed proceeding. Guest Editor in JESTEC journal (Scopus, WOS) Journal, Managing Editor in American Journal of Business and Operations Research (AJBOR), USA. Associate Editor in IJAST Scopus Journal. Ahmed J. Obaid also Reviewer in many Scopus Journals (Scientific publication, Taylor and Francis, ESTA, and many others). He is leader of ICOITES, MAICT-19, MAICT-20 EVENTS. Ahmed J. Obaid has supervised several final projects of Bachelor and Master in His main line of work. He has edited Some books, such as Advance Material Science and Engineering in Scientific.net publisher, he has authored and co-authored several scientific publications in journals and conferences and is a frequent reviewer of international journals and international conferences.
作者簡介(中文翻譯)
**Dr. Bharat Bhushan** 是印度大諾伊達Sharda大學工程與技術學院計算機科學與工程系的助理教授。他於2012年以優異成績獲得計算機科學與工程的學士學位（B-Tech），於2015年以優異成績獲得信息安全的碩士學位（M-Tech），並於2021年獲得比爾拉技術學院的計算機科學與工程博士學位（PhD）。在2021年和2022年，斯坦福大學（美國）將Dr. Bharat Bhushan列入前2%的科學家名單。他獲得了多項國際認證，如CCNA、MCTS、MCITP、RHCE和CCNP。他在多個著名的國際會議和SCI索引期刊上發表了超過150篇研究論文，包括《網絡與計算機應用期刊》（Elsevier）、《無線網絡》（Springer）、《無線個人通信》（Springer）、《可持續城市與社會》（Elsevier）和《新興電信交易》（Wiley）。他在各種書籍中貢獻了超過30章書籍，並編輯了20本來自著名出版商如Elsevier、Springer、Wiley、IOP Press、IGI Global和CRC Press的書籍。他曾在印度、伊拉克、摩洛哥、中國、比利時和孟加拉等國舉辦的多個著名教師發展計劃和國際會議中擔任主題演講者（資源人員）。他曾擔任多個著名國際期刊的審稿人/編輯委員會成員。過去，他曾在新德里的HMR技術與管理學院擔任助理教授，並在HCL資訊系統有限公司擔任網絡工程師。除了是IEEE的高級會員外，他還是多個著名機構的成員，包括IAENG、CSTA、SCIEI、IAE和UACEE。
**Prof. (Dr.) Sudhir Kumar Sharma** 目前是印度新德里GGSIPU附屬的信息技術與管理學院計算機科學系的教授及系主任。他在計算機科學與工程領域擁有超過21年的豐富經驗。他於2013年在印度新德里的Guru Gobind Singh Indraprastha University的USICT獲得信息技術博士學位。Dr. Sharma於1999年在印度Hisar的Guru Jambheshwar University獲得計算機科學與工程的碩士學位（M. Tech），並於1997年在Roorkee大學（現為IIT Roorkee）獲得物理學碩士學位（M.Sc.）。他的研究興趣包括機器學習、數據挖掘和安全性。他在多個著名國際期刊和國際會議上發表了超過60篇研究論文。他是CSI和IETE的終身會員。Dr. Sharma是《多媒體工具與應用》（Multimedia Tools & Applications，Springer）特刊的主編。他曾擔任兩個國際會議的召集人和卷編輯，即ICETIT-2019和ICRIHE-2020。他在物聯網、無線傳感器網絡、區塊鏈和網絡物理系統等領域撰寫和編輯了7本計算機科學書籍，出版商包括Elsevier、Springer和CRC Press（美國）。他曾被選為多個著名國際期刊的審稿人/編輯委員會成員。他還在各種國內外會議中擔任演講者、會議主席或共同主席。
**Professor (Dr.) Parma Nand** 是印度大諾伊達Sharda大學工程技術學院的院長。他擁有超過26年的教學、行業和研究經驗。他在無線和傳感器網絡、密碼學、算法和計算機圖形學方面具有專業知識。他在IIT Roorkee獲得博士學位，並在IIT Delhi獲得計算機科學與工程的碩士（M.Tech）和學士（B.Tech）學位。他曾擔任多個委員會的負責人/成員，包括學術委員會、教職員招聘委員會、學術理事會、諮詢委員會、監測與規劃委員會、研究諮詢委員會、認證委員會等。他曾擔任全國工程師組織的前任會長。他是IEEE（美國）的高級會員，也是IEEE UP區（R10）執行委員會成員、IEEE計算機與信號處理學會執行委員會成員、印度計算機學會執行委員會成員、Noida區計算機學會執行委員會成員，並在多個IEEE會議中擔任觀察員。他還是ACM、CSI、ACEEE、ISOC、IAENG和IASCIT的活躍會員。他是軟計算研究學會（SCRS）和ISTE的終身會員。他在印度及國外的國際和國內會議/研討會上發表了多次受邀/主題演講。他在同行評審的國際/國內期刊和會議上發表了超過85篇論文。他已申請兩項專利。他是多個著名國際/國內會議的諮詢/技術程序委員會的活躍成員，並擔任多個著名期刊的審稿人，例如Springer、Elsevier的《計算機與電氣工程期刊》。
**Dr. Achyut Shankar** 目前在印度大諾伊達的Amity大學擔任助理教授。他在VIT大學（印度維洛爾）獲得計算機科學與工程博士學位，專攻無線傳感器網絡。他在多個著名國際會議和期刊上發表了超過35篇研究論文，其中17篇發表在SCI期刊上。他是ACM的成員，並於2016年和2017年獲得卓越研究獎。他組織了許多與Scopus索引的國際會議的特別會議，會議論文由Springer、IEEE、Elsevier等出版。他擔任IEEE智能交通系統期刊、IEEE傳感器期刊、IEEE物聯網期刊、ACM亞洲及低資源語言信息處理期刊及其他著名會議的審稿人。他的研究領域包括無線傳感器網絡、機器學習、物聯網、區塊鏈和雲計算。
**Dr. Ahmed J. Obaid** 是庫法大學計算機科學系的全職助理教授，隸屬於計算機科學與數學學院。他於2005年在安巴爾大學的計算機科學學院獲得信息系統（IS）學士學位，於2012年在印度JNTUH的SIT獲得計算機科學與工程碩士學位（M.Tech），並於2017年在巴比倫大學獲得網絡挖掘和數據挖掘的博士學位（PhD）。他的主要研究方向是網絡挖掘技術及應用、網絡平台的圖像處理、圖像處理、遺傳算法和信息理論。Ahmed J. Obaid是巴西運營與生產管理期刊（ESCI）的副編輯，KEM（關鍵工程材料，Scopus）期刊的客座編輯，IOP物理期刊MAICT-19和ICMAICT-20期刊的客座編輯，JESTEC期刊（Scopus，WOS）的客座編輯，美國商業與運營研究期刊（AJBOR）的管理編輯，IJAST Scopus期刊的副編輯。Ahmed J. Obaid還是多個Scopus期刊的審稿人（科學出版、Taylor and Francis、ESTA等）。他是ICOITES、MAICT-19和MAICT-20活動的負責人。Ahmed J. Obaid已指導多個學士和碩士的最終項目。他編輯了一些書籍，如Scientific.net出版的《先進材料科學與工程》，並在期刊和會議上撰寫和共同撰寫了多篇科學出版物，並且是國際期刊和國際會議的頻繁審稿人。
