Securing the Internet of Things: Machine Learning and Beyond
Description
This book provides a comprehensive exploration of IoT security through the lens of ML and AI. The Internet of Things (IoT) is transforming industries by connecting billions of devices, creating unprecedented opportunities but also significant security challenges. As IoT adoption accelerates, cyber threats targeting these connected systems are growing in complexity. Traditional security measures are often inadequate for IoT ecosystems, necessitating advanced solutions that integrate machine learning (ML) and artificial intelligence (AI).
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Persons
Dr. Subir Panja received his Bachelor of Engineering degree from the University of Burdwan, his Master of Engineering degree from Jadavpur University, and his Ph.D. in IoT Security from the Central Institute of Technology Kokrajhar, Assam. He is currently serving as an associate professor in the Department of Computer Science and Engineering (Cyber Security) at Dr. B. C. Roy Engineering College, Durgapur, West Bengal, India. He has over 20 years of teaching experience. His research interests include cybersecurity, Internet of Things (IoT) applications, image classification, and resource optimization using artificial intelligence and machine learning.
Dr. Arindrajit Pal is Researcher and Academic in computer science and information technology. He earned his Ph.D. (Tech) in information technology from the University of Calcutta, Kolkata, following an M.Tech in computer science and engineering from the University of Kalyani. His academic journey began with a bachelor's degree in computer science and engineering from the University of Burdwan. His research interests include mobile ad-hoc networks, artificial intelligence, and machine learning. Additionally, Dr. Pal is Active Member of the Institute of Electrical and Electronics Engineers (IEEE) and holds Senior Membership of the Association for Computing Machinery (ACM).
Dr. Arup Kumar Chattopadhyay is Academic and Researcher in computer science and information technology. He holds a Ph.D. in computer science and engineering from the Central Institute of Technology Kokrajhar, Assam, an M.Tech. in computer science and application from the A. K. Choudhury School of Information Technology, University of Calcutta, Kolkata, and a B.E. in computer science and engineering from Visvesvaraya Technological University (VTU), Karnataka. Currently, Dr. Chattopadhyay serves as Senior Teaching Fellow in the IITM BS Degree Program at IIT Madras, Chennai. With over 12 years of academic experience and 7 years in the industry, his expertise includes information security, the Internet of Things (IoT), and machine learning.
Dr. Abhijit Banerjee is presently Professor in the Department of Electronics and Communication Engineering, Academy of Technology (affiliated with Maulana Abul Kalam Azad University of Technology, Hooghly, West Bengal, India). He studied electronics and communication engineering at the Institute of Radio Physics and Electronics, Calcutta University, India, where he was awarded a B.Tech. degree in 2003 and an M.Tech. degree in 2005. Dr. Banerjee is Senior Member of IEEE. He has around 50 research articles and 1 authored book published/accepted for publication in various esteemed journals, conference proceedings, and highly reputed international publishing houses.
Dr. Paramartha Dutta, born in 1966, a B. Stat. (Hons.), M. Stat., M. Tech. (Computer Science), all from the Indian Statistical Institute, and a Ph.D. (Engineering) from the Bengal Engineering and Science University, Shibpur (presently the Indian Institute of Engineering Science and Technology)is a professor in the Department of Computer and System Sciences, Visva Bharati University, India. Dr. Paramartha Dutta is a Fellow of IE (India), Fellow of IETE, Fellow of IET(UK), Fellow of the Royal Society in Arts (UK), Senior Member of IEEE, and Senior Member of ACM. Dr. Dutta has - (i) 10 authored books (ii) 22 edited books, (iii) around 300 research articles in various esteemed journals, conference proceedings, and book chapters in edited volumes of highly reputed international publishing houses, and (iv) been granted/published 17 patents.
Content
1. The Rise of IoT and Its Cyber-security Implications.- 2. IoT Architecture: Components, Protocols, and Communication.- 3. The Cyber Threat Landscape for IoT.- 4. Challenges of IoT in Critical Infrastructure.- 5. Machine Learning Foundations for IoT Security.