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Machine Intelligence and Big Data Analytics for Cybersecurity Applications

Author : Yassine Maleh
Publisher : Springer Nature
ISBN 13 : 303057024X
Total Pages : 539 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Machine Intelligence and Big Data Analytics for Cybersecurity Applications by : Yassine Maleh

Download or read book Machine Intelligence and Big Data Analytics for Cybersecurity Applications written by Yassine Maleh and published by Springer Nature. This book was released on 2020-12-14 with total page 539 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest advances in machine intelligence and big data analytics to improve early warning of cyber-attacks, for cybersecurity intrusion detection and monitoring, and malware analysis. Cyber-attacks have posed real and wide-ranging threats for the information society. Detecting cyber-attacks becomes a challenge, not only because of the sophistication of attacks but also because of the large scale and complex nature of today’s IT infrastructures. It discusses novel trends and achievements in machine intelligence and their role in the development of secure systems and identifies open and future research issues related to the application of machine intelligence in the cybersecurity field. Bridging an important gap between machine intelligence, big data, and cybersecurity communities, it aspires to provide a relevant reference for students, researchers, engineers, and professionals working in this area or those interested in grasping its diverse facets and exploring the latest advances on machine intelligence and big data analytics for cybersecurity applications.

Big Data, Machine Learning, and Applications

Author : Malaya Dutta Borah
Publisher : Springer Nature
ISBN 13 : 9819934818
Total Pages : 758 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Big Data, Machine Learning, and Applications by : Malaya Dutta Borah

Download or read book Big Data, Machine Learning, and Applications written by Malaya Dutta Borah and published by Springer Nature. This book was released on 2024-01-06 with total page 758 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes refereed proceedings of the Second International Conference on Big Data, Machine Learning, and Applications, BigDML 2021. The volume focuses on topics such as computing methodology; machine learning; artificial intelligence; information systems; security and privacy. This volume will benefit research scholars, academicians, and industrial people who work on data storage and machine learning.

Proceedings of International Conference on Data Science and Applications

Author : Mukesh Saraswat
Publisher : Springer Nature
ISBN 13 : 9811651205
Total Pages : 845 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Proceedings of International Conference on Data Science and Applications by : Mukesh Saraswat

Download or read book Proceedings of International Conference on Data Science and Applications written by Mukesh Saraswat and published by Springer Nature. This book was released on 2021-11-22 with total page 845 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers outstanding papers presented at the International Conference on Data Science and Applications (ICDSA 2021), organized by Soft Computing Research Society (SCRS) and Jadavpur University, Kolkata, India, from April 10 to 11, 2021. It covers theoretical and empirical developments in various areas of big data analytics, big data technologies, decision tree learning, wireless communication, wireless sensor networking, bioinformatics and systems, artificial neural networks, deep learning, genetic algorithms, data mining, fuzzy logic, optimization algorithms, image processing, computational intelligence in civil engineering, and creative computing.

Trust, Security and Privacy for Big Data

Author : Mamoun Alazab
Publisher : CRC Press
ISBN 13 : 1000619052
Total Pages : 212 pages
Book Rating : 4.0/5 (6 download)

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Book Synopsis Trust, Security and Privacy for Big Data by : Mamoun Alazab

Download or read book Trust, Security and Privacy for Big Data written by Mamoun Alazab and published by CRC Press. This book was released on 2022-06-30 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data has revolutionized the digital ecosystem. Readily available large datasets foster AI and machine learning automated solutions. The data generated from diverse and varied sources including IoT, social platforms, healthcare, system logs, bio-informatics, etc. contribute to and define the ethos of Big Data which is volume, velocity and variety. Data lakes formed by the amalgamation of data from these sources requires powerful, scalable and resilient storage and processing platforms to reveal the true value hidden inside this data mine. Data formats and its collection from various sources not only introduce unprecedented challenges to different domains including IoT, manufacturing, smart cars, power grids etc., but also highlight the security and privacy issues in this age of big data. Security and privacy in big data is facing many challenges, such as generative adversary networks, efficient encryption and decryption algorithms, encrypted information retrieval, attribute-based encryption, attacks on availability, and reliability. Providing security and privacy for big data storage, transmission, and processing have been attracting much attention in all big data related areas. The book provides timely and comprehensive information for researchers and industry partners in communications and networking domains to review the latest results in security and privacy related work of Big Data. It will serve computer science and cybersecurity communities including researchers, academicians, students, and practitioners who have interest in big data trust privacy and security aspects. It is a comprehensive work on the most recent developments in security of datasets from varied sources including IoT, cyber physical domains, big data architectures, studies for trustworthy computing, and approaches for distributed systems and big data security solutions etc.

Demystifying Big Data, Machine Learning, and Deep Learning for Healthcare Analytics

Author : Pradeep N
Publisher : Academic Press
ISBN 13 : 0128220449
Total Pages : 374 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Demystifying Big Data, Machine Learning, and Deep Learning for Healthcare Analytics by : Pradeep N

Download or read book Demystifying Big Data, Machine Learning, and Deep Learning for Healthcare Analytics written by Pradeep N and published by Academic Press. This book was released on 2021-06-10 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: Demystifying Big Data, Machine Learning, and Deep Learning for Healthcare Analytics presents the changing world of data utilization, especially in clinical healthcare. Various techniques, methodologies, and algorithms are presented in this book to organize data in a structured manner that will assist physicians in the care of patients and help biomedical engineers and computer scientists understand the impact of these techniques on healthcare analytics. The book is divided into two parts: Part 1 covers big data aspects such as healthcare decision support systems and analytics-related topics. Part 2 focuses on the current frameworks and applications of deep learning and machine learning, and provides an outlook on future directions of research and development. The entire book takes a case study approach, providing a wealth of real-world case studies in the application chapters to act as a foundational reference for biomedical engineers, computer scientists, healthcare researchers, and clinicians. - Provides a comprehensive reference for biomedical engineers, computer scientists, advanced industry practitioners, researchers, and clinicians to understand and develop healthcare analytics using advanced tools and technologies - Includes in-depth illustrations of advanced techniques via dataset samples, statistical tables, and graphs with algorithms and computational methods for developing new applications in healthcare informatics - Unique case study approach provides readers with insights for practical clinical implementation

Industry 4.0, AI, and Data Science

Author : Vikram Bali
Publisher : CRC Press
ISBN 13 : 1000413454
Total Pages : 283 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Industry 4.0, AI, and Data Science by : Vikram Bali

Download or read book Industry 4.0, AI, and Data Science written by Vikram Bali and published by CRC Press. This book was released on 2021-07-20 with total page 283 pages. Available in PDF, EPUB and Kindle. Book excerpt: The aim of this book is to provide insight into Data Science and Artificial Learning Techniques based on Industry 4.0, conveys how Machine Learning & Data Science are becoming an essential part of industrial and academic research. Varying from healthcare to social networking and everywhere hybrid models for Data Science, Al, and Machine Learning are being used. The book describes different theoretical and practical aspects and highlights how new systems are being developed. Along with focusing on the research trends, challenges and future of AI in Data Science, the book explores the potential for integration of advanced AI algorithms, addresses the challenges of Data Science for Industry 4.0, covers different security issues, includes qualitative and quantitative research, and offers case studies with working models. This book also provides an overview of AI and Data Science algorithms for readers who do not have a strong mathematical background. Undergraduates, postgraduates, academicians, researchers, and industry professionals will benefit from this book and use it as a guide.

Driving Transformative Technology Trends With Cloud Computing

Author : Gochhait, Saikat
Publisher : IGI Global
ISBN 13 :
Total Pages : 437 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Driving Transformative Technology Trends With Cloud Computing by : Gochhait, Saikat

Download or read book Driving Transformative Technology Trends With Cloud Computing written by Gochhait, Saikat and published by IGI Global. This book was released on 2024-08-08 with total page 437 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern businesses face a pressing challenge in navigating the complex landscape of cloud computing, 5G, and artificial intelligence (AI) integration. Despite these technologies' transformative potential, businesses often need help with bandwidth, latency, connection density, and cost constraints. This hinders the widespread adoption of cloud computing, limiting its impact on various industries. Driving Transformative Technology Trends With Cloud Computing offers a comprehensive solution for academic scholars seeking to understand and leverage the potential of cloud computing, 5G, and AI integration. By exploring topics such as green cloud computing, edge computing, cloud cryptography, and more, scholars can gain valuable insights into the synergistic effects of these technologies. This book provides a roadmap for leveraging the power of cloud computing and its integration with 5G and AI to drive innovation and growth in academia and beyond. By offering practical insights and strategies, this book equips scholars with the knowledge and tools needed to navigate the complexities of modern technology integration and drive meaningful change in their respective fields.

Cyber-Physical Systems

Author : Nonita Sharma
Publisher : CRC Press
ISBN 13 : 1000569454
Total Pages : 267 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis Cyber-Physical Systems by : Nonita Sharma

Download or read book Cyber-Physical Systems written by Nonita Sharma and published by CRC Press. This book was released on 2022-04-24 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cyber-Physical Systems: A Comprehensive Guide explores the complete sys-tem perspective, underlying theories, modelling, and the applications of Cyber Physical Systems (CPS). It aims to cover all topics ranging from discussion of ru-diments of the system, efficient management, to recent research challenges and issues. Editors aim to present the book in a self-sufficient manner and to achieve this, the book has been edited to include all the aspects of CPS. The book fo-cuses on the concept map of CPS including latest technological interventions; issues, challenges, and the integration of CPS with IoT & Big Data Analytics. This aims to bring together unique contributions on cyber-physical systems research and education with applications in industrial, agriculture, and medical domains. The main aim of the book is to provide a roadmap to the latest advancements to provide optimal solutions in the field of CPS. Features • Coverage of rudiments of the subject • Discussion of recent advancements in the associated field • Considers an audience of diverse domains • Suitable for students (both UG and PG level) and researchers in the field of CPS This book aims to present the emergence of Cyber Physical Systems in response to revolutionary advancements in IoT. While discussing the associated challenges, it also endeavors to devise efficient models which are competent to address these challenges. This book aims to cater to researchers and academicians working in the related field of CPS.

Big Data Analytics and Intelligent Systems for Cyber Threat Intelligence

Author : Yassine Maleh
Publisher : CRC Press
ISBN 13 : 1000846695
Total Pages : 310 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis Big Data Analytics and Intelligent Systems for Cyber Threat Intelligence by : Yassine Maleh

Download or read book Big Data Analytics and Intelligent Systems for Cyber Threat Intelligence written by Yassine Maleh and published by CRC Press. This book was released on 2023-04-28 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, a considerable amount of effort has been devoted to cyber-threat protection of computer systems which is one of the most critical cybersecurity tasks for single users and businesses since even a single attack can result in compromised data and sufficient losses. Massive losses and frequent attacks dictate the need for accurate and timely detection methods. Current static and dynamic methods do not provide efficient detection, especially when dealing with zero-day attacks. For this reason, big data analytics and machine intelligencebased techniques can be used. This book brings together researchers in the field of big data analytics and intelligent systems for cyber threat intelligence CTI and key data to advance the mission of anticipating, prohibiting, preventing, preparing, and responding to internal security. The wide variety of topics it presents offers readers multiple perspectives on various disciplines related to big data analytics and intelligent systems for cyber threat intelligence applications. Technical topics discussed in the book include: • Big data analytics for cyber threat intelligence and detection • Artificial intelligence analytics techniques • Real-time situational awareness • Machine learning techniques for CTI • Deep learning techniques for CTI • Malware detection and prevention techniques • Intrusion and cybersecurity threat detection and analysis • Blockchain and machine learning techniques for CTI

Research Anthology on Convergence of Blockchain, Internet of Things, and Security

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1668471337
Total Pages : 1363 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Research Anthology on Convergence of Blockchain, Internet of Things, and Security by : Management Association, Information Resources

Download or read book Research Anthology on Convergence of Blockchain, Internet of Things, and Security written by Management Association, Information Resources and published by IGI Global. This book was released on 2022-07-08 with total page 1363 pages. Available in PDF, EPUB and Kindle. Book excerpt: The rise of technology has proven to be a threat to personal data, cyberspace protection, and organizational security. However, these technologies can be used to enhance the effectiveness of institutional security. Through the use of blockchain and the internet of things (IoT), organizations may combat cybercriminals and better protect their privacy. The Research Anthology on Convergence of Blockchain, Internet of Things, and Security describes the implementation of blockchain and IoT technologies to better protect personal and organizational data as well as enhance overall security. It also explains the tools, applications, and emerging innovations in security and the ways in which they are enhanced by blockchain and IoT. Covering topics such as electronic health records, intrusion detection, and software engineering, this major reference work is an essential resource for business leaders and executives, IT managers, computer scientists, hospital administrators, security professionals, law enforcement, students and faculty of higher education, librarians, researchers, and academicians.

Algorithms and Architectures for Parallel Processing

Author : Jaideep Vaidya
Publisher : Springer
ISBN 13 : 3030050572
Total Pages : 693 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Algorithms and Architectures for Parallel Processing by : Jaideep Vaidya

Download or read book Algorithms and Architectures for Parallel Processing written by Jaideep Vaidya and published by Springer. This book was released on 2018-12-07 with total page 693 pages. Available in PDF, EPUB and Kindle. Book excerpt: The four-volume set LNCS 11334-11337 constitutes the proceedings of the 18th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2018, held in Guangzhou, China, in November 2018. The 141 full and 50 short papers presented were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on Distributed and Parallel Computing; High Performance Computing; Big Data and Information Processing; Internet of Things and Cloud Computing; and Security and Privacy in Computing.

Ethical Considerations for Digital Public Health

Author : Denise Veelo
Publisher : Frontiers Media SA
ISBN 13 : 2832555373
Total Pages : 96 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Ethical Considerations for Digital Public Health by : Denise Veelo

Download or read book Ethical Considerations for Digital Public Health written by Denise Veelo and published by Frontiers Media SA. This book was released on 2024-10-09 with total page 96 pages. Available in PDF, EPUB and Kindle. Book excerpt: Public health guidelines and policies relating to digital public health are essential to ensuring the protection of the population. With this protection, there needs to be a consideration for the ethical challenges in public health. There is an obligation of care that comes with accessing health services, as well as a need for understanding the role of Artificial Intelligence and Machine Learning. As health challenges become more complex, there is a growing need to identify and address questions on existing public health policies, codes of conduct, and guidelines relating to the provision of medical care across the globe, in order to strengthen our understanding of the ethics of public health practices.

The Wiley 5G REF

Author : Madhusanka Liyanage
Publisher : John Wiley & Sons
ISBN 13 : 1119820332
Total Pages : 340 pages
Book Rating : 4.1/5 (198 download)

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Book Synopsis The Wiley 5G REF by : Madhusanka Liyanage

Download or read book The Wiley 5G REF written by Madhusanka Liyanage and published by John Wiley & Sons. This book was released on 2021-07-15 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: THE WILEY 5G REF Explore cutting-edge subjects in 5G privacy and security In The Wiley 5G REF: Security, a team of distinguished researchers delivers an insightful collection of articles selected from the online-only The Wiley 5G Reference. The editors introduce the security landscape of 5G, including the significant security and privacy risks associated with 5G networks. They also discuss different security solutions for various segments of the 5G network, like the radio, edge, access, and core networks. The book explores the security threats associated with key network softwarization technologies, like SDN, NFV, NS, and MEC, as well as those that come with new 5G and IoT services. There is also a detailed discussion on the privacy of 5G networks. The included articles are written by leading international experts in security and privacy for telecommunication networks. They offer learning opportunities for everyone from graduate-level students to seasoned engineering professionals. The book also offers: A thorough introduction to the 5G mobile network security landscape and the major risks associated with it Comprehensive explorations of SDMN security, the complex challenges associated with 5G security, and physical-layer security for 5G and future networks Practical discussions of security for Handover and D2D communication in 5G HetNets, authentication and access control for 5G, and G5-Core network security In-depth examinations of MEC and cloud security, as well as VNF placement and sharing in NFV-based cellular networks Perfect for researchers and practitioners in the fields of 5G security and privacy, The Wiley 5G REF: Security is an indispensable resource for anyone seeking a solid educational foundation in the latest 5G developments.

The Digitalization Conundrum in India

Author : Keshab Das
Publisher : Springer Nature
ISBN 13 : 981156907X
Total Pages : 318 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis The Digitalization Conundrum in India by : Keshab Das

Download or read book The Digitalization Conundrum in India written by Keshab Das and published by Springer Nature. This book was released on 2021-03-01 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines the nature, extent and implications of rapid strides digitalization has made in India since the turn of the millennium. These have been examined not merely in the sphere of information and communication technology (ICT) but its multifarious applications spreading across almost all aspects of production, services and institutions which have profound repercussions for the transformation of the society and economy at the micro, meso and macro levels. With contributions from both ICT scholars and social scientists, this book presents diverse scenarios and unravels challenges faced in the process of technical applications, access by the users of these disruptive technologies (automation, e-commerce, big data analytics & algorithms, artificial intelligence, cloud computing, etc.) which, unlike heavy machines (embodied technology), mostly defy physical space, pace of mobility and inoperability between technologies. Chapters in this volume address challenges and possibilities in establishing and operating intricate engineering infrastructure, technical and societal constraints encountered in broad-basing digitalization across layers of educational and social skills conducive to difficult geographies. Issues dealt within this book include farming, healthcare, education, food processing, e-commerce, labour, rural community development, open source data and information democracy. The chapters also reflect upon implications on local economy and society, of the very global nature of these seamless technologies where inter-operability remains the quintessential advantage of digitalization whether promoted or spearheaded through the state, private sector or global capital. The book critiques policy inadequacies and suggests plausible policy approaches to reduce the adverse impacts of fast digitalization and broad-base potential benefits across space and levels of socio-economic development of regions and society. This book would be of interest to scholars, practitioners, technocrats, industry analysts, policy makers and civil society agencies.

Trends in Wireless Communication and Information Security

Author : Mithun Chakraborty
Publisher : Springer Nature
ISBN 13 : 9813363932
Total Pages : 402 pages
Book Rating : 4.8/5 (133 download)

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Book Synopsis Trends in Wireless Communication and Information Security by : Mithun Chakraborty

Download or read book Trends in Wireless Communication and Information Security written by Mithun Chakraborty and published by Springer Nature. This book was released on 2021-04-22 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents best selected papers presented at the International Conference on Emerging Wireless Communication Technologies and Information Security (EWCIS 2020), held from 8th & 9th October 2020 at Amity University Jharkhand, Ranchi, India. The book includes papers in the research area of wireless communications and intelligent systems, signal and image processing in engineering applications, data communication and information security, IoT and cloud computing. The contribution ranges from scientists, engineers and technologists from academia as well as from industry.

Mobile Computing and Sustainable Informatics

Author : Subarna Shakya
Publisher : Springer Nature
ISBN 13 : 9819908353
Total Pages : 792 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Mobile Computing and Sustainable Informatics by : Subarna Shakya

Download or read book Mobile Computing and Sustainable Informatics written by Subarna Shakya and published by Springer Nature. This book was released on 2023-05-26 with total page 792 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers selected high-quality research papers presented at International Conference on Mobile Computing and Sustainable Informatics (ICMCSI 2022) organized by Pulchowk Campus, Institute of Engineering, Tribhuvan University, Nepal, during January 11–12, 2023. The book discusses recent developments in mobile communication technologies ranging from mobile edge computing devices to personalized, embedded, and sustainable applications. The book covers vital topics like mobile networks, computing models, algorithms, sustainable models, and advanced informatics that support the symbiosis of mobile computing and sustainable informatics.

Blockchain and IoT based Smart Healthcare Systems

Author : L. Ashok Kumar, D. Karthika Renuka, Sonali Agarwal, Sheng-Lung Peng
Publisher : Bentham Science Publishers
ISBN 13 : 9815196308
Total Pages : 306 pages
Book Rating : 4.8/5 (151 download)

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Book Synopsis Blockchain and IoT based Smart Healthcare Systems by : L. Ashok Kumar, D. Karthika Renuka, Sonali Agarwal, Sheng-Lung Peng

Download or read book Blockchain and IoT based Smart Healthcare Systems written by L. Ashok Kumar, D. Karthika Renuka, Sonali Agarwal, Sheng-Lung Peng and published by Bentham Science Publishers. This book was released on 2024-02-22 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: New technologies like blockchain and Internet of Things (IoT) are constantly improving the state-of-the-art in healthcare services. The trend of keeping medical records in digital formats is also increasing the reliance of modern healthcare service providers on these new technologies. This edited book brings a collection of reviews on blockchain and IoT technologies that are driving innovation in digital and smart healthcare systems. The editors bring an academic and practical approach to assist professionals and readers in understanding computerized healthcare solutions. 16 referenced chapters provide knowledge about fundamental framework, research insights, and empirical evidence for effective smart healthcare applications. The chapters also cover benefits and challenges of specific smart health frameworks, giving an informative overview of the subject. Key themes of the book include: 1. Technological Foundations for Smart Healthcare 2. Blockchain Applications in Healthcare 3. Internet of Things (IoT) in Healthcare 4. Artificial Intelligence (AI) Integration 5. Security, Privacy, and Authentication 6. Medical Imaging and Deep Learning 7. Telemedicine The content in the book is designed to help administrators and healthcare professionals to understand the basics of blockchain tech and IoT in smart healthcare systems and strengthen the competitive advantage of their clinics.