Internet of Things, Artificial Intelligence and Blockchain Technology

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Author :
Publisher : Springer Nature
ISBN 13 : 3030741508
Total Pages : 341 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Internet of Things, Artificial Intelligence and Blockchain Technology by : R.Lakshmana Kumar

Download or read book Internet of Things, Artificial Intelligence and Blockchain Technology written by R.Lakshmana Kumar and published by Springer Nature. This book was released on 2021-09-02 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores the concepts and techniques of IoT, AI, and blockchain. Also discussed is the possibility of applying blockchain for providing security in various domains. The specific highlight of this book is focused on the application of integrated technologies in enhancing data models, better insights and discovery, intelligent predictions, smarter finance, smart retail, global verification, transparent governance, and innovative audit systems. The book allows both practitioners and researchers to share their opinions and recent research in the convergence of these technologies among academicians and industry people. The contributors present their technical evaluation and compare it with existing technologies. Theoretical explanation and experimental case studies related to real-time scenarios are also included. This book pertains to IT professionals, researchers and academicians working on fourth revolution technologies.

Convergence Of Artificial Intelligence And Blockchain Technologies, The: Challenges And Opportunities

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Author :
Publisher : World Scientific
ISBN 13 : 9811225087
Total Pages : 462 pages
Book Rating : 4.8/5 (112 download)

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Book Synopsis Convergence Of Artificial Intelligence And Blockchain Technologies, The: Challenges And Opportunities by : Sam Goundar

Download or read book Convergence Of Artificial Intelligence And Blockchain Technologies, The: Challenges And Opportunities written by Sam Goundar and published by World Scientific. This book was released on 2022-05-18 with total page 462 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers the growing convergence between Blockchain and Artificial Intelligence for Big Data, Multi-Agent systems, the Internet of Things and 5G technologies. Using real case studies and project outcomes, it illustrates the intricate details of blockchain in these real-life scenarios. The contributions from this volume bring a state-of-the-art assessment of these rapidly evolving trends in a creative way and provide a key resource for all those involved in the study and practice of AI and Blockchain.

Internet of Things, Artificial Intelligence and Blockchain Technology

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Publisher :
ISBN 13 : 9783030741518
Total Pages : 0 pages
Book Rating : 4.7/5 (415 download)

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Book Synopsis Internet of Things, Artificial Intelligence and Blockchain Technology by : R.Lakshmana Kumar

Download or read book Internet of Things, Artificial Intelligence and Blockchain Technology written by R.Lakshmana Kumar and published by . This book was released on 2021 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores the concepts and techniques of IoT, AI, and blockchain. Also discussed is the possibility of applying blockchain for providing security in various domains. The specific highlight of this book is focused on the application of integrated technologies in enhancing data models, better insights and discovery, intelligent predictions, smarter finance, smart retail, global verification, transparent governance, and innovative audit systems. The book allows both practitioners and researchers to share their opinions and recent research in the convergence of these technologies among academicians and industry people. The contributors present their technical evaluation and compare it with existing technologies. Theoretical explanation and experimental case studies related to real-time scenarios are also included. This book pertains to IT professionals, researchers and academicians working on fourth revolution technologies. Explains how blockchain can significantly increase data privacy and security while boosting accuracy and integrity in IoT generated data and AI processed information; Gives insight into blockchain's numerous potential applications, starting with recent technologies that give users control over sharing and privacy; Shows readers how to employ blockchain in IoT and AI, helping them to understand what they can and cannot do with blockchain.

Blockchain, Internet of Things, and Artificial Intelligence

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Author :
Publisher : CRC Press
ISBN 13 : 1000359557
Total Pages : 400 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Blockchain, Internet of Things, and Artificial Intelligence by : Naveen Chilamkurti

Download or read book Blockchain, Internet of Things, and Artificial Intelligence written by Naveen Chilamkurti and published by CRC Press. This book was released on 2021-04-02 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: Blockchain, Internet of Things, and Artificial Intelligence provides an integrated overview and technical description of the fundamental concepts of blockchain, IoT, and AI technologies. State-of-the-art techniques are explored in depth to discuss the challenges in each domain. The convergence of these revolutionized technologies has leveraged several areas that receive attention from academicians and industry professionals, which in turn promotes the book's accessibility more extensively. Discussions about an integrated perspective on the influence of blockchain, IoT, and AI for smart cities, healthcare, and other business sectors illuminate the benefits and opportunities in the ecosystems worldwide. The contributors have focused on real-world examples and applications and highlighted the significance of the strengths of blockchain to transform the readers’ thinking toward finding potential solutions. The faster maturity and stability of blockchain is the key differentiator in artificial intelligence and the Internet of Things. This book discusses their potent combination in realizing intelligent systems, services, and environments. The contributors present their technical evaluations and comparisons with existing technologies. Theoretical explanations and experimental case studies related to real-time scenarios are also discussed. FEATURES Discusses the potential of blockchain to significantly increase data while boosting accuracy and integrity in IoT-generated data and AI-processed information Elucidates definitions, concepts, theories, and assumptions involved in smart contracts and distributed ledgers related to IoT systems and AI approaches Offers real-world uses of blockchain technologies in different IoT systems and further studies its influence in supply chains and logistics, the automotive industry, smart homes, the pharmaceutical industry, agriculture, and other areas Presents readers with ways of employing blockchain in IoT and AI, helping them to understand what they can and cannot do with blockchain Provides readers with an awareness of how industry can avoid some of the pitfalls of traditional data-sharing strategies This book is suitable for graduates, academics, researchers, IT professionals, and industry experts.

Blockchain and AI Technology in the Industrial Internet of Things

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Author :
Publisher : IGI Global
ISBN 13 : 1799866955
Total Pages : 317 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Blockchain and AI Technology in the Industrial Internet of Things by : Pani, Subhendu Kumar

Download or read book Blockchain and AI Technology in the Industrial Internet of Things written by Pani, Subhendu Kumar and published by IGI Global. This book was released on 2021-01-08 with total page 317 pages. Available in PDF, EPUB and Kindle. Book excerpt: Blockchain and artificial intelligence (AI) in industrial internet of things is an emerging field of research at the intersection of information science, computer science, and electronics engineering. The radical digitization of industry coupled with the explosion of the internet of things (IoT) has set up a paradigm shift for industrial and manufacturing companies. There exists a need for a comprehensive collection of original research of the best performing methods and state-of-the-art approaches in this area of blockchain, AI, and the industrial internet of things in this new era for industrial and manufacturing companies. Blockchain and AI Technology in the Industrial Internet of Things compares different approaches to the industrial internet of things and explores the direct impact blockchain and AI technology have on the betterment of the human life. The chapters provide the latest advances in the field and provide insights and concerns on the concept and growth of the industrial internet of things. While including research on security and privacy, supply chain management systems, performance analysis, and a variety of industries, this book is ideal for professionals, researchers, managers, technologists, security analysts, executives, practitioners, researchers, academicians, and students looking for advanced research and information on the newest technologies, advances, and approaches for blockchain and AI in the industrial internet of things.

Multidisciplinary Functions of Blockchain Technology in AI and IoT Applications

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Publisher : IGI Global
ISBN 13 : 1799858774
Total Pages : 255 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Multidisciplinary Functions of Blockchain Technology in AI and IoT Applications by : Chowdhury, Niaz

Download or read book Multidisciplinary Functions of Blockchain Technology in AI and IoT Applications written by Chowdhury, Niaz and published by IGI Global. This book was released on 2020-10-30 with total page 255 pages. Available in PDF, EPUB and Kindle. Book excerpt: Blockchain technology allows value exchange without the need for a central authority and ensures trust powered by its decentralized architecture. As such, the growing use of the internet of things (IoT) and the rise of artificial intelligence (AI) are to be benefited immensely by this technology that can offer devices and applications data security, decentralization, accountability, and reliable authentication. Bringing together blockchain technology, AI, and IoT can allow these tools to complement the strengths and weaknesses of the others and make systems more efficient. Multidisciplinary Functions of Blockchain Technology in AI and IoT Applications deliberates upon prospects of blockchain technology using AI and IoT devices in various application domains. This book contains a comprehensive collection of chapters on machine learning, IoT, and AI in areas that include security issues of IoT, farming, supply chain management, predictive analytics, and natural languages processing. While highlighting these areas, the book is ideally intended for IT industry professionals, students of computer science and software engineering, computer scientists, practitioners, stakeholders, researchers, and academicians interested in updated and advanced research surrounding the functions of blockchain technology in AI and IoT applications across diverse fields of research.

Convergence of Blockchain, AI, and IoT

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Author :
Publisher : CRC Press
ISBN 13 : 1000519325
Total Pages : 206 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis Convergence of Blockchain, AI, and IoT by : R. Indrakumari

Download or read book Convergence of Blockchain, AI, and IoT written by R. Indrakumari and published by CRC Press. This book was released on 2021-12-23 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: Convergence of Blockchain, AI, and IoT: Concepts and Challenges discusses the convergence of three powerful technologies that play into the digital revolution and blur the lines between biological, digital, and physical objects. This book covers novel algorithms, solutions for addressing issues in applications, security, authentication, and privacy. The book provides an overview of the clinical scientific research enabling smart diagnosis equipment through AI. It presents the role these technologies play in augmented reality and blockchain, covers digital currency managed with bitcoin, and discusses deep learning and how it can enhance human thoughts and behaviors. Targeted audiences range from those interested in the technical revolution of blockchain, big data and the Internet of Things, to research scholars and the professional market.

Blockchain, Internet of Things, and Artificial Intelligence

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Author :
Publisher : CRC Press
ISBN 13 : 1000359514
Total Pages : 351 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Blockchain, Internet of Things, and Artificial Intelligence by : Naveen Chilamkurti

Download or read book Blockchain, Internet of Things, and Artificial Intelligence written by Naveen Chilamkurti and published by CRC Press. This book was released on 2021-04-02 with total page 351 pages. Available in PDF, EPUB and Kindle. Book excerpt: Blockchain, Internet of Things, and Artificial Intelligence provides an integrated overview and technical description of the fundamental concepts of blockchain, IoT, and AI technologies. State-of-the-art techniques are explored in depth to discuss the challenges in each domain. The convergence of these revolutionized technologies has leveraged several areas that receive attention from academicians and industry professionals, which in turn promotes the book's accessibility more extensively. Discussions about an integrated perspective on the influence of blockchain, IoT, and AI for smart cities, healthcare, and other business sectors illuminate the benefits and opportunities in the ecosystems worldwide. The contributors have focused on real-world examples and applications and highlighted the significance of the strengths of blockchain to transform the readers’ thinking toward finding potential solutions. The faster maturity and stability of blockchain is the key differentiator in artificial intelligence and the Internet of Things. This book discusses their potent combination in realizing intelligent systems, services, and environments. The contributors present their technical evaluations and comparisons with existing technologies. Theoretical explanations and experimental case studies related to real-time scenarios are also discussed. FEATURES Discusses the potential of blockchain to significantly increase data while boosting accuracy and integrity in IoT-generated data and AI-processed information Elucidates definitions, concepts, theories, and assumptions involved in smart contracts and distributed ledgers related to IoT systems and AI approaches Offers real-world uses of blockchain technologies in different IoT systems and further studies its influence in supply chains and logistics, the automotive industry, smart homes, the pharmaceutical industry, agriculture, and other areas Presents readers with ways of employing blockchain in IoT and AI, helping them to understand what they can and cannot do with blockchain Provides readers with an awareness of how industry can avoid some of the pitfalls of traditional data-sharing strategies This book is suitable for graduates, academics, researchers, IT professionals, and industry experts.

Machine Learning Approaches for Convergence of IoT and Blockchain

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1119761743
Total Pages : 258 pages
Book Rating : 4.1/5 (197 download)

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Book Synopsis Machine Learning Approaches for Convergence of IoT and Blockchain by : Krishna Kant Singh

Download or read book Machine Learning Approaches for Convergence of IoT and Blockchain written by Krishna Kant Singh and published by John Wiley & Sons. This book was released on 2021-08-10 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: MACHINE LEARNING APPROACHES FOR CONVERGENCE OF IOT AND BLOCKCHAIN The unique aspect of this book is that its focus is the convergence of machine learning, IoT, and blockchain in a single publication. Blockchain technology and the Internet of Things (IoT) are two of the most impactful trends to have emerged in the field of machine learning. Although there are a number of books available solely on the subjects of machine learning, IoT and blockchain technology, no such book has been available which focuses on machine learning techniques for IoT and blockchain convergence until now. Thus, this book is unique in terms of the topics it covers. Designed as an essential guide for all academicians, researchers, and those in industry who are working in related fields, this book will provide insights into the convergence of blockchain technology and the IoT with machine learning. Highlights of the book include: Examines many industries such as agriculture, manufacturing, food production, healthcare, the military, and IT Security of the Internet of Things using blockchain and AI Developing smart cities and transportation systems using machine learning and IoT Audience The target audience of this book is professionals and researchers (artificial intelligence specialists, systems engineers, information technologists) in the fields of machine learning, IoT, and blockchain technology.

Blockchain, Artificial Intelligence, and the Internet of Things

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Author :
Publisher : Springer Nature
ISBN 13 : 3030776379
Total Pages : 218 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Blockchain, Artificial Intelligence, and the Internet of Things by : Pethuru Raj

Download or read book Blockchain, Artificial Intelligence, and the Internet of Things written by Pethuru Raj and published by Springer Nature. This book was released on 2021-11-22 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides basic concepts and deep knowledge about various security mechanisms that can be implemented in IoT through Blockchain technology. This book aids readers in gaining insight and knowledge about providing security and solutions to different challenges in IoT using Blockchain technology. This book primarily focuses on challenges to addressing the integration of the IoT with Blockchain with respect to potential benefits for IoT. This book gives descriptive analysis of Blockchain integrated with IoT applications and platforms for the development of IoT solutions along with possible topologies to that integration. Several application examples are included in a variety of industries.

Secure and Smart Internet of Things (IoT)

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Author :
Publisher : River Publishers
ISBN 13 : 8770220301
Total Pages : 186 pages
Book Rating : 4.7/5 (72 download)

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Book Synopsis Secure and Smart Internet of Things (IoT) by : Banafa, Ahmed

Download or read book Secure and Smart Internet of Things (IoT) written by Banafa, Ahmed and published by River Publishers. This book was released on 2018-12-01 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: By 2020, experts forecast that up to 28 billion devices will be connected to the Internet with only one third of them being computers, smartphones and tablets. The remaining two thirds will be other "devices" - sensors, terminals, household appliances, thermostats, televisions, automobiles, production machinery, urban infrastructure and many other "things" - which traditionally have not been Internet enabled. This "Internet of Things" (IoT) represents a remarkable transformation of the way in which our world will soon interact. Much like the World Wide Web connected computers to networks, and the next evolution connected people to the Internet and other people, IoT looks poised to interconnect devices, people, environments, virtual objects and machines in ways that only science fiction writers could have imagined. In a nutshell the Internet of Things (IoT) is the convergence of connecting people, things, data and processes is transforming our life, business and everything in between. Secure and Smart Internet of Things explores many aspects of the Internet of Things and explain many of the completed principles of IoT and the new advances in IoT including using Fog Computing , AI and Blockchain technology. The topics discussed in the book include: Internet of Things (IoT)Industrial Internet of Things (IIoT)Fog ComputingArtificial IntelligenceBlockchain Technology Network SecurityZero-Trust Model Data Analytics Digital TransformationDDoSSmart DevicesCybersecurity

AI Models for Blockchain-Based Intelligent Networks in IoT Systems

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Author :
Publisher : Springer Nature
ISBN 13 : 3031319524
Total Pages : 396 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis AI Models for Blockchain-Based Intelligent Networks in IoT Systems by : Bharat Bhushan

Download or read book AI Models for Blockchain-Based Intelligent Networks in IoT Systems written by Bharat Bhushan and published by Springer Nature. This book was released on 2023-06-08 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: The goal of this book is to explore various security paradigms such as Machine Learning, Big data, Cyber Physical Systems, and Blockchain to address both intelligence and reconfigurability in various IoT devices. The book further aims to address and analyze the state of the art of blockchain-based intelligent networks in IoT systems and related technologies including healthcare sector. AI can ease, optimize, and automate the blockchain-based decision-making process for better governance and higher performance in IoT systems. Considering the incredible progress made by AI models, a blockchain system powered by intelligent AI algorithms can detect the existence of any kind of attack and automatically invoke the required defense mechanisms. In case of unavoidable damage, AI models can help to isolate the compromised component from the blockchain platform and safeguard the overall system from crashing. Furthermore, AI models can also contribute toward the robustness and scalability of blockchain-based intelligent IoT networks. The book is designed to be the first-choice reference at university libraries, academic institutions, research and development centers, information technology centers, and any institutions interested in integration of AI and IoT. The intended audience of this book include UG/PG students, Ph.D. scholars of this fields, industry technologists, young entrepreneurs, professionals, network designers, data scientists, technology specialists, practitioners, and people who are interested in exploring the role of AI and blockchain technology in IoT systems.

Secure and Smart Internet of Things (IoT)

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Author :
Publisher : CRC Press
ISBN 13 : 1000796426
Total Pages : 138 pages
Book Rating : 4.0/5 (7 download)

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Book Synopsis Secure and Smart Internet of Things (IoT) by : Ahmed Banafa

Download or read book Secure and Smart Internet of Things (IoT) written by Ahmed Banafa and published by CRC Press. This book was released on 2022-09-01 with total page 138 pages. Available in PDF, EPUB and Kindle. Book excerpt: By 2020, experts forecast that up to 28 billion devices will be connected to the Internet, with only one third of them being computers, smartphones, smartwatches, and tablets. The remaining two thirds will be other “devices” – sensors, terminals, household appliances, thermostats, televisions, automobiles, production machinery, urban infrastructure and many other “things”, which traditionally have not been Internet enabled.This “Internet of Things” (IoT) represents a remarkable transformation of the way in which our world will soon interact. Much like the World Wide Web connected computers to networks, and the next evolution mobile devices connected people to the Internet and other people, IoT looks poised to interconnect devices, people, environments, virtual objects and machines in ways that only science fiction writers could have imagined. In a nutshell the Internet of Things (IoT) is the convergence of connecting people, things, data and processes; it is transforming our life, business and everything in between. Secure and Smart IoT explores many aspects of the Internet of Things and explains many of the complicated principles of IoT and the new advancements in IoT including using Fog Computing, AI and Blockchain technology.

Convergence of Internet of Things and Blockchain Technologies

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Author :
Publisher : Springer Nature
ISBN 13 : 3030762165
Total Pages : 252 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Convergence of Internet of Things and Blockchain Technologies by : H L Gururaj

Download or read book Convergence of Internet of Things and Blockchain Technologies written by H L Gururaj and published by Springer Nature. This book was released on 2021-08-31 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents chapters from diverse range of authors on different aspects of how Blockchain and IoT are converging and the impacts of these developments. The book provides an extensive cross-sectional and multi-disciplinary look into this trend and how it affects artificial intelligence, cyber-physical systems, and robotics with a look at applications in aerospace, agriculture, automotive, critical infrastructures, healthcare, manufacturing, retail, smart transport systems, smart cities, and smart healthcare. Cases include the impact of Blockchain for IoT Security; decentralized access control systems in IoT; Blockchain architecture for scalable access management in IoT; smart and sustainable IoT applications incorporating Blockchain, and more. The book presents contributions from international academics, researchers, and practitioners from diverse perspectives. Presents how Blockchain and IoT are converging and the impacts of these developments on technology and its application; Discusses IoT and Blockchain from cross-sectional and multi-disciplinary perspectives; Includes contributions from researchers, academics, and professionals from around the world.

Blockchain in the Industrial Internet of Things

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Author :
Publisher : IOP Publishing Limited
ISBN 13 : 9780750336611
Total Pages : 200 pages
Book Rating : 4.3/5 (366 download)

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Book Synopsis Blockchain in the Industrial Internet of Things by : Seifedine Kadry

Download or read book Blockchain in the Industrial Internet of Things written by Seifedine Kadry and published by IOP Publishing Limited. This book was released on 2022-03-15 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Blockchain for IoT

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Author :
Publisher : CRC Press
ISBN 13 : 1000737403
Total Pages : 236 pages
Book Rating : 4.0/5 (7 download)

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Book Synopsis Blockchain for IoT by : Debarka Mukhopadhyay

Download or read book Blockchain for IoT written by Debarka Mukhopadhyay and published by CRC Press. This book was released on 2022-10-18 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: Blockchain for IoT provides the basic concepts of Blockchain technology and its applications to varied domains catering to socio-technical fields. It also introduces intelligent Blockchain platforms by way of infusing elements of computational intelligence into Blockchain technology. With the help of an interdisciplinary approach, it includes insights into real-life IoT applications to enable the readers to assimilate the concepts with ease. This book provides a balanced approach between theoretical understanding and practical applications. Features: A self-contained approach to integrating the principles of Blockchain with elements of computational intelligence A rich and novel foundation of Blockchain technology with reference to the internet of things conjoined with the tenets of artificial intelligence in yielding intelligent Blockchain platforms Elucidates essential background, concepts, definitions, and theories thereby putting forward a complete treatment on the subject Information presented in an accessible way for research students of computer science and information technology, as well as software professionals who can inherit the much-needed developmental ideas to boost up their computing knowledge on distributed platforms This book is aimed primarily at undergraduates, postgraduates, and researchers studying Blockchain.

Securing IoT in Industry 4.0 Applications with Blockchain

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Author :
Publisher : CRC Press
ISBN 13 : 1000484645
Total Pages : 248 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Securing IoT in Industry 4.0 Applications with Blockchain by : P Kaliraj

Download or read book Securing IoT in Industry 4.0 Applications with Blockchain written by P Kaliraj and published by CRC Press. This book was released on 2021-12-03 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Industry 4.0 revolution is changing the world around us. Artificial intelligence and machine learning, automation and robotics, big data, Internet of Things, augmented reality, virtual reality, and creativity are the tools of Industry 4.0. Improved collaboration is seen between smart systems and humans, which merges humans' critical and cognitive thinking abilities with highly accurate and fast industrial automation. Securing IoT in Industry 4.0 Applications with Blockchain examines the role of IoT in Industry 4.0 and how it can be made secure through various technologies including blockchain. The book begins with an in-depth look at IoT and discusses applications, architecture, technologies, tools, and programming languages. It then examines blockchain and cybersecurity, as well as how blockchain achieves cybersecurity. It also looks at cybercrimes and their preventive measures and issues related to IoT security and trust. Features An overview of how IoT is used to improve the performance of Industry 4.0 systems The evolution of the Industrial Internet of Things (IIoT), its proliferation and market share, and some examples across major industries An exploration of how smart farming is helping farmers prevent plant disease The concepts behind the Internet of Nano Things (IoNT), including the nanomachine and nanonetwork architecture and nano-communication paradigms A look at how blockchains can enhance cybersecurity in a variety of applications, including smart contracts, transferring financial instruments, and Public Key Infrastructure An overview of the structure and working of a blockchain, including the types, evolution, benefits, and applications of blockchain to industries A framework of technologies designed to shield networks, computers, and data from malware, vulnerabilities, and unauthorized activities An explanation of the automation system employed in industries along with its classification, functionality, flexibility, limitations, and applications