商品描述
This book provides an exploration of secure and intelligent applications using the Internet of Things (IoT), focusing on the latest techniques that combine artificial intelligence (AI), lightweight cryptography, and security frameworks for human-centric applications as emphasized in Society 6.0, which expands this idea toward a human-centered, sustainable, and resilient future. The book offers readers a blend of theoretical foundations, cutting-edge algorithms, and real-world implementations designed to safeguard IoT systems in critical domains such as smart healthcare, precision agriculture, security and surveillance, disaster prediction and monitoring, and environmental monitoring etc. Key topics include recent advancements in lightweight cryptography tailored for constrained IoT devices, AI and machine learning-based intrusion detection systems, and the application of federated and split learning for privacy-preserving anomaly detection. This book is designed for researchers, faculty members, graduate students, security professionals, and developers who are interested in the intersection of IoT, artificial intelligence, and cybersecurity.
商品描述(中文翻譯)
本書探討了使用物聯網 (IoT) 的安全與智能應用，重點在於結合人工智慧 (AI)、輕量級加密技術和安全框架的最新技術，這些技術適用於以人為中心的應用，並在社會 6.0 中強調，將這一理念擴展到以人為中心、可持續和具有韌性的未來。本書為讀者提供了理論基礎、尖端算法和現實世界實現的結合，旨在保護在智能醫療、精準農業、安全與監控、災害預測與監測以及環境監測等關鍵領域的 IoT 系統。主要主題包括針對受限 IoT 設備的輕量級加密技術的最新進展、基於 AI 和機器學習的入侵檢測系統，以及聯邦學習和分割學習在隱私保護異常檢測中的應用。本書適合對 IoT、人工智慧和網絡安全交集感興趣的研究人員、教職員、研究生、安全專業人士和開發人員。
作者簡介
Dr. Sohail Saif currently serves as an Assistant Professor in the Department of Computer Application within the School of Information Science and Technology at Maulana Abul Kalam Azad University of Technology, West Bengal. Previously, he held the position of Assistant Professor in the Department of Computer Science and Engineering, specializing in Cyber Security, at Haldia Institute of Technology. Furthermore, he has contributed as a Junior Research Fellow (JRF) on a research project sponsored by WBDST. Dr. Saif obtained his Ph.D. in Computer Science and Engineering from Maulana Abul Kalam Azad University of Technology, West Bengal. He pursued his M.Tech in Software Engineering, earning a Gold Medal, and completed his B.Tech in Computer Science and Engineering, all from Maulana Abul Kalam Azad University of Technology, WB, in 2014 and 2018, respectively. Additionally, he successfully passed the National Eligibility Test (NET) examination in 2022. His research interests encompass a broad spectrum, including IoT, Network Security, WSN (Wireless Sensor Networks), Machine Learning, and Cryptography. Dr. Saif has made significant contributions to academia, with numerous research papers published in SCIE/Scopus indexed journals, book chapters, and conference proceedings. Moreover, he actively participates as a reviewer for various journals and serves as a program committee member for international conferences. In addition to his academic and research contributions, Dr. Saif has also coordinated an AICTE Training and Learning (ATAL) online Faculty Development Program (FDP). He currently serves as an editor for four renowned international journals: Scientific Reports, Discover Artificial Intelligence (Nature Portfolio), PLOS ONE and SWCC, Bentham Science. Dr. Samit Kumar Ghosh currently serves as a Postdoctoral Fellow in the Department of Biomedical Engineering and Biotechnology at Khalifa University in Abu Dhabi, UAE. He holds a B.Tech. degree in Electronics and Communication Engineering from Kalyani University, West Bengal, India, followed by an M.Tech. in Electronics System and Communication Engineering from the National Institute of Technology, Rourkela, Odisha, India. He earned his Ph.D. from the Department of Electrical and Electronics Engineering at Birla Institute of Technology and Science (BITS) Pilani, Hyderabad Campus, Hyderabad. His research interests encompass biomedical signal processing, machine learning, deep learning for healthcare, time-frequency Analysis, non-stationary signal processing, telehealthcare monitoring, and communication engineering. He has authored over 41 publications in refereed international journals and conferences, including IEEE, Springer, and Elsevier, and contributed to several book chapters. He has presented his research work at prominent conferences and actively serves as a regular reviewer for various international journals and conferences. Dr. Seemanti Saha received the B.Tech. degree in electronics and communication engineering from the University of Kalyani, India, in 2002 and the M.Tech. degree in electronics and electrical communication engineering with specialization in telecommunication system engineering from IIT Kharagpur, India, in 2006. She has obtained her Ph.D. degree from IIT Kharagpur, India, in 2014 in the area of wireless communication. Presently she is working as an Associate Professor at National Institute of Technology Patna, India since 2013 to till date. Her primary research interests include detection and estimation in Physical layer issues of wireless communication, Application of machine learning/deep learning in communication, V2X Communication, UAV communications, Cognitive radio network, Full-duplex communication, 5G/6G radio, Detection and estimation theory, IoT etc. She has many papers in reputed journals and international conferences. She is the principal investigator of couple of projects. She has guided and is guiding couple of PhD students. Dr. Saha is a member IEEE and lifetime member of InRaSS/URSI. She serves as a reviewer of internationally reputed journals such as, IEEE, Elsevier, Springer etc. Dr. Suparna Biswas is working as an Associate Professor in the Department of Computer Science & Engineering in Maulana Abul Kalam Azad University of Technology, WB. She has received ME and Ph.D from Jadavpur University, West Bengal. She has been an ERASMUS MUNDUS Post Doctoral research fellow in cLINK project in Northumbria University, Newcastle, UK. She has successfully completed two funded research projects in the capacity of PI and Co-PI in the area of smart healthcare. She has successfully guided 6 PhD research scholars in the broad domain of Healthcare and Network Security. She has been the lead Editor in publishing an Edited volume on "IoT based smart healthcare" by Springer, another one is under its final stage before publication. She has been lead organizing chair in organizing International Conference, acted as session chair in International Conferences, IEEE, Springer etc. She has delivered a number of Invited lectures in Seminar, Workshop, Webinar, Tutorial Lectures in International Conferences, conducted special sessions in International conferences, organized workshops etc. She has co-authored about 100 research papers published in Q1 journals, conferences and as book chapters of international repute. She has been awarded with two International patents for innovation in development of Smart health monitoring assistance prototype for Parkinson's diseased elderly. Her areas of research interests are Internet of Things, Smart Healthcare, Network Security, Machine Learning etc. She is a senior member of IEEE. Dr. Nauman Aslam is Professor of Network Systems and Security in the Department of Computer and Information Sciences, Northumbria University, UK. Before joining Northumbria University as a Senior Lecturer in 2011, he worked as an Assistant Professor at Dalhousie University, Canada. He received his PhD in Engineering Mathematics from Dalhousie University, Canada in 2008. Professor Aslam is leading the Cyber Security and Network Systems (CyberNets) research group at Northumbria University. His research interests cover diverse but interconnected areas related to communication networks. His current research efforts are focused at addressing problems related to wireless body area networks and IoT, network security, QoS-aware communication in industrial wireless sensor networks and application of Artificial Intelligence (AI) in communication networks. He has led an Erasmus Mundus Action-2 project titled Sustainable Green Economies through Learning, Innovation, Networking and Knowledge Exchange (gLINK), which is funded by the European Union (worth 3.03 million Euros). He has published over 100 papers in peer-reviewed journals and conference. Professor Aslam is a member of IEEE.
作者簡介(中文翻譯)
索海爾·賽夫博士（Dr. Sohail Saif）目前擔任西孟加拉邦馬烏拉納·阿布爾·卡拉姆·阿扎德科技大學（Maulana Abul Kalam Azad University of Technology）資訊科學與技術學院計算機應用系的助理教授。之前，他在哈爾迪亞科技學院（Haldia Institute of Technology）計算機科學與工程系擔任助理教授，專注於網路安全。此外，他還作為初級研究員（Junior Research Fellow, JRF）參與了由西孟加拉州科技部（WBDST）資助的研究項目。賽夫博士於西孟加拉邦馬烏拉納·阿布爾·卡拉姆·阿扎德科技大學獲得計算機科學與工程的博士學位。他在2014年獲得軟體工程的碩士學位（M.Tech），並在2018年完成計算機科學與工程的學士學位（B.Tech），均來自馬烏拉納·阿布爾·卡拉姆·阿扎德科技大學。此外，他在2022年成功通過國家資格考試（NET）。他的研究興趣涵蓋廣泛，包括物聯網（IoT）、網路安全、無線感測網路（WSN）、機器學習和密碼學。賽夫博士在學術界做出了重要貢獻，發表了多篇在SCIE/Scopus索引期刊上的研究論文、書籍章節和會議論文。此外，他還積極參與各種期刊的審稿工作，並擔任國際會議的程序委員會成員。除了學術和研究貢獻外，賽夫博士還協調了一個AICTE培訓與學習（ATAL）在線教師發展計劃（FDP）。他目前擔任四本知名國際期刊的編輯：Scientific Reports、Discover Artificial Intelligence（Nature Portfolio）、PLOS ONE和SWCC，Bentham Science。
薩米特·庫馬·戈什博士（Dr. Samit Kumar Ghosh）目前擔任阿布達比哈利法大學（Khalifa University）生物醫學工程與生物技術系的博士後研究員。他擁有印度西孟加拉邦卡利亞尼大學（Kalyani University）電子與通信工程的學士學位（B.Tech），隨後在印度奧里薩邦的國立技術學院（National Institute of Technology, Rourkela）獲得電子系統與通信工程的碩士學位（M.Tech）。他在印度比爾拉科技與科學學院（Birla Institute of Technology and Science, BITS）海得拉巴校區獲得電氣與電子工程的博士學位（Ph.D.）。他的研究興趣包括生物醫學信號處理、機器學習、深度學習在醫療保健中的應用、時頻分析、非穩態信號處理、遠程醫療監測和通信工程。他在國際期刊和會議上發表了超過41篇論文，包括IEEE、Springer和Elsevier，並貢獻了幾個書籍章節。他在重要會議上展示了他的研究工作，並積極擔任各種國際期刊和會議的常規審稿人。
西曼提·薩哈博士（Dr. Seemanti Saha）於2002年獲得印度卡利亞尼大學（University of Kalyani）電子與通信工程的學士學位（B.Tech），並於2006年在印度印度理工學院卡哈拉古爾分校（IIT Kharagpur）獲得電子與電氣通信工程的碩士學位（M.Tech），專攻電信系統工程。她於2014年在印度印度理工學院卡哈拉古爾分校獲得無線通信領域的博士學位（Ph.D.）。目前，她自2013年以來在印度國立技術學院帕特那（National Institute of Technology Patna）擔任副教授。她的主要研究興趣包括無線通信的物理層檢測與估計、機器學習/深度學習在通信中的應用、V2X通信、無人機通信、認知無線網路、全雙工通信、5G/6G無線、檢測與估計理論、物聯網等。她在知名期刊和國際會議上發表了多篇論文。她是幾個項目的主要研究者，並指導了幾位博士生。薩哈博士是IEEE的會員，並且是InRaSS/URSI的終身會員。她擔任IEEE、Elsevier、Springer等國際知名期刊的審稿人。
蘇帕娜·比斯瓦斯博士（Dr. Suparna Biswas）目前在西孟加拉邦馬烏拉納·阿布爾·卡拉姆·阿扎德科技大學（Maulana Abul Kalam Azad University of Technology）計算機科學與工程系擔任副教授。她獲得了來自西孟加拉的賈達夫普爾大學（Jadavpur University）的碩士學位（ME）和博士學位（Ph.D.）。她曾在英國諾森比亞大學（Northumbria University）擔任ERASMUS MUNDUS博士後研究員，參與cLINK項目。她成功完成了兩個資助的研究項目，擔任主要研究者（PI）和共同研究者（Co-PI），專注於智慧醫療領域。她成功指導了6位博士研究生，研究範疇涵蓋醫療保健和網路安全。她是《基於物聯網的智慧醫療》一書的主編，該書由Springer出版，另一部作品正在出版的最後階段。她擔任國際會議的主辦主席，並在IEEE、Springer等國際會議中擔任會議主席。她在研討會、工作坊、網路研討會、國際會議的教程講座中發表了多場邀請講座，並組織了多個國際會議的特別會議和工作坊。她共同撰寫了約100篇發表在Q1期刊、會議和國際知名書籍章節的研究論文。她因在開發帕金森病老年人智慧健康監測輔助原型方面的創新而獲得兩項國際專利。她的研究興趣包括物聯網、智慧醫療、網路安全、機器學習等。她是IEEE的高級會員。
納曼·阿斯拉姆博士（Dr. Nauman Aslam）是英國諾森比亞大學（Northumbria University）計算機與資訊科學系的網路系統與安全教授。在2011年加入諾森比亞大學擔任高級講師之前，他曾在加拿大達爾豪斯大學（Dalhousie University）擔任助理教授。他於2008年在達爾豪斯大學獲得工程數學的博士學位（PhD）。阿斯拉姆教授領導著諾森比亞大學的網路安全與網路系統（CyberNets）研究小組。他的研究興趣涵蓋與通信網路相關的多樣但相互關聯的領域。他目前的研究重點是解決與無線人體區域網路和物聯網（IoT）、網路安全、工業無線感測網路中的QoS感知通信以及人工智慧（AI）在通信網路中的應用相關的問題。他曾主導一個名為「通過學習、創新、網路和知識交流實現可持續綠色經濟」（gLINK）的Erasmus Mundus Action-2項目，該項目由歐盟資助（價值303萬歐元）。他在同行評審的期刊和會議上發表了超過100篇論文。阿斯拉姆教授是IEEE的會員。
