Blockchain and Artificial Intelligence-Based Solution to Enhance the Privacy in Digital Identity and IoT

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Author :
Publisher : CRC Press
ISBN 13 : 1000930777
Total Pages : 169 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis Blockchain and Artificial Intelligence-Based Solution to Enhance the Privacy in Digital Identity and IoT by : Fehmi Jaafar

Download or read book Blockchain and Artificial Intelligence-Based Solution to Enhance the Privacy in Digital Identity and IoT written by Fehmi Jaafar and published by CRC Press. This book was released on 2023-10-17 with total page 169 pages. Available in PDF, EPUB and Kindle. Book excerpt: The chapters in this book explore the main domains that represent considerable risks for the respect of privacy, such as education, health, finance or social media. Through its place in the massive data production industry, the Internet of Things participates in the development of artificial intelligence and is increasingly attracting the attention of web giants, governments and especially all types of hackers. Thanks to this book, private and public organizations will have at their disposal a tool that highlights, on the one hand, the major challenges raised by privacy in the context of the Internet of Things and, on the other hand, recommendations for improving good practices. Digital identity is presented as a bulwark for the protection of privacy. It opens up new avenues for improving digital trust. Concretely, there are a set of challenges that are associated with the management of digital identity, mainly in relation to the compliance and governance of personnel data in order to eliminate privacy and security risks.

Blockchain and Artificial Intelligence-based Solution to Enhance the Privacy in Digital Identity and IoT

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Publisher :
ISBN 13 : 9781003227656
Total Pages : 0 pages
Book Rating : 4.2/5 (276 download)

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Book Synopsis Blockchain and Artificial Intelligence-based Solution to Enhance the Privacy in Digital Identity and IoT by : Fehmi Jaafar

Download or read book Blockchain and Artificial Intelligence-based Solution to Enhance the Privacy in Digital Identity and IoT written by Fehmi Jaafar and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The chapters in this book explore the main domains that represent considerable risks for the respect of privacy, such as education, health, finance or social media. Through its place in the massive data production industry, the Internet of Things participates in the development of artificial intelligence and is increasingly attracting the attention of web giants, governments and especially all types of hackers. Thanks to this book, private and public organizations will have at their disposal a tool that highlights, on the one hand, the major challenges raised by privacy in the context of the Internet of Things and, on the other hand, recommendations for improving good practices. Digital identity is presented as a bulwark for the protection of privacy. It opens up new avenues for improving digital trust. Concretely, there are a set of challenges that are associated with the management of digital identity, mainly in relationto the compliance and governance of personnel data in order to eliminate privacy and security risks.

Blockchain and Machine Learning for IoT Security

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Publisher : CRC Press
ISBN 13 : 100384488X
Total Pages : 164 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Blockchain and Machine Learning for IoT Security by : Mourade Azrour

Download or read book Blockchain and Machine Learning for IoT Security written by Mourade Azrour and published by CRC Press. This book was released on 2024-02-09 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Internet of Things (IoT) involves physical devices, cars, household appliances, and any other physical appliance equipped with sensors, software, and network connections to gather and communicate data. Nowadays, this technology is embedded in everything from simple smart devices, to wearable equipment, to complex industrial machinery and transportation infrastructures. On the other hand, IoT equipment has been designed without considering security issues. Consequently, there are many challenges in terms of protection against IoT threats, which can lead to distressing situations. In fact, unlike other technological solutions, there are few standards and guidelines governing the protection of IoT technology. Moreover, few users are aware of the risks associated with IoT systems. Hence, Blockchain and Machine Learning for IoT Security discusses various recent techniques and solutions related to IoT deployment, especially security and privacy. This book addresses a variety of subjects, including a comprehensive overview of the IoT, and covers in detail the security challenges at each layer by considering how both the architecture and underlying technologies are employed. As acknowledged experts in the field, the authors provide remediation solutions for impaired security, as well as mitigation methods, and offer both prevention and improvement suggestions. Key Features: Offers a unique perspective on IoT security by introducing Machine Learning and Blockchain solutions Presents a well-rounded overview of the most recent advances in IoT security and privacy Discusses practical solutions and real-world cases for IoT solutions in various areas Provides solutions for securing IoT against various threats Discuses Blockchain technology as a solution for IoT This book is designed to provide all the necessary knowledge for young researchers, academics, and industry professionals who want to understand the advantages of artificial intelligence technology, machine learning, data analysis methodology, and Blockchain for securing IoT technologies.

Intersection of AI and Business Intelligence in Data-Driven Decision-Making

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Author :
Publisher : IGI Global
ISBN 13 :
Total Pages : 506 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Intersection of AI and Business Intelligence in Data-Driven Decision-Making by : Natarajan, Arul Kumar

Download or read book Intersection of AI and Business Intelligence in Data-Driven Decision-Making written by Natarajan, Arul Kumar and published by IGI Global. This book was released on 2024-08-28 with total page 506 pages. Available in PDF, EPUB and Kindle. Book excerpt: In today's rapidly evolving business landscape, organizations are inundated with vast amounts of data, making it increasingly challenging to extract meaningful insights and make informed decisions. The traditional business intelligence (BI) approach must often address the complexity and speed required for effective decision-making in this data-rich environment. As a result, many businesses need help to leverage their data to drive sustainable growth and remain competitive. Intersection of AI and Business Intelligence in Data-Driven Decision-Making presents a transformative solution to this pressing challenge. By exploring the convergence of artificial intelligence (AI) and BI, our book provides a comprehensive framework for leveraging AI-powered BI to revolutionize data analysis, predictive modeling, and decision-making processes. Readers will gain valuable insights into practical applications, emerging trends, and ethical considerations, inspiring and exciting them about the potential of AI in driving business success.

Ethical Marketing Through Data Governance Standards and Effective Technology

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Publisher : IGI Global
ISBN 13 :
Total Pages : 349 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Ethical Marketing Through Data Governance Standards and Effective Technology by : Saluja, Shefali

Download or read book Ethical Marketing Through Data Governance Standards and Effective Technology written by Saluja, Shefali and published by IGI Global. This book was released on 2024-05-13 with total page 349 pages. Available in PDF, EPUB and Kindle. Book excerpt: Marketing on digital platforms requires critical thinking on data management systems, machine learning methods, and attributes like customer trust, societal ethics, and managing consumer feedback with the utmost utilization of technology in different ways. The pursuit for a unified source of information is fundamental for marketers in digital marketing. Ethical Marketing Through Data Governance Standards and Effective Technology delves into the intricacies of achieving this unity by addressing the challenges and presenting solutions in a structured manner. The book explores the fundamental necessity for an effective data governance strategy. It emphasizes the eradication of silos and the establishment of regulations governing data classification, storage, and processing. Within this framework, the application of artificial intelligence in marketing takes center stage. The book investigates Artificial Intelligence (AI) marketing, machine learning methods, and data management systems. Furthermore, the book studies advertising standards and challenges on online platforms. The intersection of technology and advertising is dissected, focusing on virtual assistance through avatars and their impact on consumer psychology. The importance of a comprehensive database governance strategy is underscored, presenting a complete approach for corporations to navigate the intricacies of online marketing while upholding ethical standards.

Blockchain and Digital Twin Enabled IoT Networks

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Publisher : CRC Press
ISBN 13 : 1040092489
Total Pages : 235 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Blockchain and Digital Twin Enabled IoT Networks by : Randhir Kumar

Download or read book Blockchain and Digital Twin Enabled IoT Networks written by Randhir Kumar and published by CRC Press. This book was released on 2024-07-19 with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reviews research works in recent trends in blockchain, AI, and Digital Twin based IoT data analytics approaches for providing the privacy and security solutions for Fog-enabled IoT networks. Due to the large number of deployments of IoT devices, an IoT is the main source of data and a very high volume of sensing data is generated by IoT systems such as smart cities and smart grid applications. To provide a fast and efficient data analytics solution for Fog-enabled IoT systems is a fundamental research issue. For the deployment of the Fog-enabled-IoT system in different applications such as healthcare systems, smart cities and smart grid systems, security, and privacy of big IoT data and IoT networks are key issues. The current centralized IoT architecture is heavily restricted with various challenges such as single points of failure, data privacy, security, robustness, etc. This book emphasizes and facilitates a greater understanding of various security and privacy approaches using the advances in Digital Twin and Blockchain for data analysis using machine/deep learning, federated learning, edge computing and the countermeasures to overcome these vulnerabilities.

Convergence of Blockchain, AI, and IoT

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Publisher : CRC Press
ISBN 13 : 1000519325
Total Pages : 207 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 2021-12-24 with total page 207 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.

Applications of Blockchain and Big IoT Systems

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Publisher : CRC Press
ISBN 13 : 1000481735
Total Pages : 576 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Applications of Blockchain and Big IoT Systems by : Arun Solanki

Download or read book Applications of Blockchain and Big IoT Systems written by Arun Solanki and published by CRC Press. This book was released on 2022-08-29 with total page 576 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new volume explores a plethora of blockchain-based solutions for big data and IoT applications, looking at advances in real-world applications in several sectors, including higher education, cybersecurity, agriculture, business and management, healthcare and biomedical science, construction and project management, smart city development, and others. Chapters explore emerging technology to combat the ever-increasing threat of security to computer systems and offer new architectural solutions for problems encountered in data management and security. The chapters help to provide a high level of understanding of various blockchain algorithms along with the necessary tools and techniques. The novel architectural solutions in the deployment of blockchain presented here are the core of the book.

Blockchain for Information Security and Privacy

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Publisher : CRC Press
ISBN 13 : 1000483096
Total Pages : 440 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Blockchain for Information Security and Privacy by : Udai Pratap Rao

Download or read book Blockchain for Information Security and Privacy written by Udai Pratap Rao and published by CRC Press. This book was released on 2021-12-01 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt: Distributed and peer-to-peer (P2P) applications are increasing daily, and cyberattacks are constantly adopting new mechanisms to threaten the security and privacy of users in these Internet of Things (IoT) environments. Blockchain, a decentralized cryptographic-based technology, is a promising element for IoT security in manufacturing, finance, healthcare, supply chain, identity management, e-governance, defence, education, banking, and trading. Blockchain has the potential to secure IoT through repetition, changeless capacity, and encryption. Blockchain for Information Security and Privacy provides essential knowledge of blockchain usage in the mainstream areas of security, trust, and privacy in decentralized domains. This book is a source of technical information regarding blockchain-oriented software and applications. It provides tools to researchers and developers in both computing and software engineering to develop solutions and automated systems that can promote security, trust, and privacy in cyberspace. FEATURES Applying blockchain-based secured data management in confidential cyberdefense applications Securing online voting systems using blockchain Safeguarding electronic healthcare record (EHR) management using blockchain Impacting security and privacy in digital identity management Using blockchain-based security and privacy for smart contracts By providing an overview of blockchain technology application domains in IoT (e.g., vehicle web, power web, cloud internet, and edge computing), this book features side-by-side comparisons of modern methods toward secure and privacy-preserving blockchain technology. It also examines safety objectives, efficiency, limitations, computational complexity, and communication overhead of various applications using blockchain. This book also addresses the combination of blockchain and industrial IoT. It explores novel various-levels of information sharing systems.

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.

AI Models for Blockchain-Based Intelligent Networks in IoT Systems

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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.

Blockchain Cybersecurity, Trust and Privacy

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Publisher : Springer Nature
ISBN 13 : 3030381811
Total Pages : 291 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Blockchain Cybersecurity, Trust and Privacy by : Kim-Kwang Raymond Choo

Download or read book Blockchain Cybersecurity, Trust and Privacy written by Kim-Kwang Raymond Choo and published by Springer Nature. This book was released on 2020-03-02 with total page 291 pages. Available in PDF, EPUB and Kindle. Book excerpt: ​This book provides the reader with the most up-to-date knowledge of blockchain in mainstream areas of security, trust, and privacy in the decentralized domain, which is timely and essential (this is due to the fact that the distributed and P2P applications is increasing day-by-day, and the attackers adopt new mechanisms to threaten the security and privacy of the users in those environments). This book also provides the technical information regarding blockchain-oriented software, applications, and tools required for the researcher and developer experts in both computing and software engineering to provide solutions and automated systems against current security, trust and privacy issues in the cyberspace. Cybersecurity, trust and privacy (CTP) are pressing needs for governments, businesses, and individuals, receiving the utmost priority for enforcement and improvement in almost any societies around the globe. Rapid advances, on the other hand, are being made in emerging blockchain technology with broadly diverse applications that promise to better meet business and individual needs. Blockchain as a promising infrastructural technology seems to have the potential to be leveraged in different aspects of cybersecurity promoting decentralized cyberinfrastructure. Blockchain characteristics such as decentralization, verifiability and immutability may revolve current cybersecurity mechanisms for ensuring the authenticity, reliability, and integrity of data. Almost any article on the blockchain points out that the cybersecurity (and its derivatives) could be revitalized if it is supported by blockchain technology. Yet, little is known about factors related to decisions to adopt this technology, and how it can systemically be put into use to remedy current CTP’s issues in the digital world. Topics of interest for this book include but not limited to: Blockchain-based authentication, authorization and accounting mechanisms Applications of blockchain technologies in digital forensic and threat hunting Blockchain-based threat intelligence and threat analytics techniques Formal specification of smart contracts Automated tools for outsmarting smart contracts Security and privacy aspects of blockchain technologies Vulnerabilities of smart contracts Blockchain for securing cyber infrastructure and internet of things networks Blockchain-based cybersecurity education systems This book provides information for security and privacy experts in all the areas of blockchain, cryptocurrency, cybersecurity, forensics, smart contracts, computer systems, computer networks, software engineering, applied artificial intelligence for computer security experts, big data analysts, and decentralized systems. Researchers, scientists and advanced level students working in computer systems, computer networks, artificial intelligence, big data will find this book useful as well.

Convergence of Blockchain, AI and IoT

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Publisher : CRC Press
ISBN 13 : 1000728536
Total Pages : 187 pages
Book Rating : 4.0/5 (7 download)

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Book Synopsis Convergence of Blockchain, AI and IoT by : B Balamurugan

Download or read book Convergence of Blockchain, AI and IoT written by B Balamurugan and published by CRC Press. This book was released on 2023-06-30 with total page 187 pages. Available in PDF, EPUB and Kindle. Book excerpt: Convergence of Blockchain, AI and IoT: A Digital Platform 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. Discusses innovative technological upgradation and significant challenges in the current era Gives an overview of clinical scientific research that enables smart diagnosis through artificial intelligence Provides an insight into how disruptive technology enabled with the self-running devices and protection mechanism is involved in an augmented reality with blockchain mechanism Talks about neural science being capable of enhancing deep brain waves to predict an overall improvement in human thoughts and behaviours Covers the digital currency mechanism in detail Enhances the knowledge of readers about smart contract and ledger mechanism with artificial intelligence and blockchain mechanism 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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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.

Convergence of Blockchain and Internet of Things in Healthcare

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Publisher : CRC Press
ISBN 13 : 1040011349
Total Pages : 359 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Convergence of Blockchain and Internet of Things in Healthcare by : Arun Kumar Rana

Download or read book Convergence of Blockchain and Internet of Things in Healthcare written by Arun Kumar Rana and published by CRC Press. This book was released on 2024-04-22 with total page 359 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Internet of Things (IoT) and blockchain are two new technologies that combine elements in many ways. A system where the virtual and physical worlds interact is created by integrating pervasive computing, ubiquitous computing, communication technologies, sensing technologies, Internet Protocol, and embedded devices. A massive number of linked devices and vast amounts of data present new prospects for developing services that can directly benefit the economy, environment, society, and individual residents. Due to the size of IoT and insufficient data security, security breaches may have a huge impact and negative effects. IoT not only connects gadgets but also people and other entities, leaving every IoT component open to a wide variety of assaults. The implementation and application of IoT and blockchain technology in actual scientific, biomedical, and data applications are covered in this book. The book highlights important advancements in health science research and development by applying the distinctive capabilities inherent to distributed ledger systems. Each chapter describes the current uses of blockchain in real-world data collection, medicine development, device tracking, and more meaningful patient interaction. All of these are used to create opportunities for expanding health science research. This paradigm change is studied from the perspectives of pharmaceutical executives, biotechnology entrepreneurs, regulatory bodies, ethical review boards, and blockchain developers. Key Features: Provides a foundation for the implementation process of blockchain and IoT devices based on healthcare-related technology Image processing and IoT device researchers can correlate their work with other requirements of advanced technology in the healthcare domain Conveys the latest technology, including artificial intelligence and machine learning, in healthcare-related technology Useful for the researcher to explore new things like security, cryptography, and privacy in healthcare related technology Tailored for people who want to start in healthcare-related technology with blockchain and IoT This book is primarily for senior undergraduates, graduate students, and academic researchers in the fields of electrical engineering, electronics and communication engineering, computer science and engineering, and biomedical engineering.

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.

Predictive Data Security using AI

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Author :
Publisher : Springer Nature
ISBN 13 : 9811962901
Total Pages : 222 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Predictive Data Security using AI by : Hiren Kumar Thakkar

Download or read book Predictive Data Security using AI written by Hiren Kumar Thakkar and published by Springer Nature. This book was released on 2022-12-01 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt: This contributed volume consists of 11 chapters that specifically cover the security aspects of the latest technologies such as Blockchain, IoT, and DevOps, and how to effectively deal with them using Intelligent techniques. Moreover, machine learning (ML) and deep learning (DL) algorithms are also not secured and often manipulated by attackers for data stealing. This book also discusses the types of attacks and offers novel solutions to counter the attacks on ML and DL algorithms. This book describes the concepts and issues with figures and the supporting arguments with facts and charts. In addition to that, the book provides the comparison of different security solutions in terms of experimental results with tables and charts. Besides, the book also provides the future directions for each chapter and novel alternative approaches, wherever applicable. Often the existing literature provides domain-specific knowledge such as the description of security aspects. However, the readers find it difficult to understand how to tackle the application-specific security issues. This book takes one step forward and offers the security issues, current trends, and technologies supported by alternate solutions. Moreover, the book provides thorough guidance on the applicability of ML and DL algorithms to deal with application-specific security issues followed by novel approaches to counter threats to ML and DL algorithms. The book includes contributions from academicians, researchers, security experts, security architectures, and practitioners and provides an in-depth understanding of the mentioned issues.