Convergence of Blockchain and Explainable Artificial Intelligence

Convergence of Blockchain and Explainable Artificial Intelligence
Title Convergence of Blockchain and Explainable Artificial Intelligence PDF eBook
Author Akansha Singh
Publisher CRC Press
Pages 180
Release 2024-10-30
Genre Computers
ISBN 8770046395

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Explainable AI (XAI) is an upcoming research field in the domain of machine learning. This book aims to provide a detailed description of the topics related to XAI and Blockchain. These two technologies can benefit each other, and the research outcomes will benefit society in multiple ways. Existing AI systems make decisions in a black box manner. Explainable AI delineates how an AI system arrived at a particular decision. It inspects the steps and models that are responsible for making a particular decision. It is an upcoming trend that aims at providing explanations to the AI decisions. Blockchain is emerging as an effective technique for XAI. It enables accessibility to digital ledgers amongst the various AI agents. The AI agents collaborate using consensus and decisions are saved on Blocks. These blocks can be traced back but cannot be changed. Thus, the combination of AI with blockchain provides transparency and visibility to all AI decisions. BlockXAI is also being widely used for improving data security and intelligence. The decisions made are consensus based and decentralized leading to highly efficient AI systems. This book also covers topics that present the convergence of Blockchain with explainable AI and will provide researchers, academics, and industry experts with a complete guide to BlockXAI.

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

Convergence Of Artificial Intelligence And Blockchain Technologies, The: Challenges And Opportunities
Title Convergence Of Artificial Intelligence And Blockchain Technologies, The: Challenges And Opportunities PDF eBook
Author Sam Goundar
Publisher World Scientific
Pages 462
Release 2022-05-18
Genre Computers
ISBN 9811225087

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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.

Advances in the Convergence of Blockchain and Artificial Intelligence

Advances in the Convergence of Blockchain and Artificial Intelligence
Title Advances in the Convergence of Blockchain and Artificial Intelligence PDF eBook
Author Tiago M. Fernández-Caramés
Publisher BoD – Books on Demand
Pages 96
Release 2022-01-12
Genre Computers
ISBN 1789840937

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Blockchain (BC) and artificial intelligence (AI) are currently two of the hottest computer science topics and their future seems bright. However, their convergence is not straightforward, and more research is needed in both fields. Thus, this book presents some of the latest advances in the convergence of BC and AI, gives useful guidelines for future researchers on how BC can help AI and how AI can become smarter, thanks to the use of BC. This book specifically analyzes the past of BC through the history of Bitcoin and then looks into the future: from massive internet-of-things (IoT) deployments, to the so-called metaverse, and to the next generation of AI-powered BC-based cyber secured applications.

Machine Learning Approaches for Convergence of IoT and Blockchain

Machine Learning Approaches for Convergence of IoT and Blockchain
Title Machine Learning Approaches for Convergence of IoT and Blockchain PDF eBook
Author Krishna Kant Singh
Publisher John Wiley & Sons
Pages 258
Release 2021-08-10
Genre Computers
ISBN 1119761743

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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.

Convergence of Blockchain, AI, and IoT

Convergence of Blockchain, AI, and IoT
Title Convergence of Blockchain, AI, and IoT PDF eBook
Author R. Indrakumari
Publisher CRC Press
Pages 207
Release 2021-12-24
Genre Computers
ISBN 1000519325

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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.

Regulatory Aspects of Artificial Intelligence on Blockchain

Regulatory Aspects of Artificial Intelligence on Blockchain
Title Regulatory Aspects of Artificial Intelligence on Blockchain PDF eBook
Author Tehrani, Pardis Moslemzadeh
Publisher IGI Global
Pages 273
Release 2021-09-24
Genre Computers
ISBN 1799879291

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The convergence of Artificial Intelligence (AI) in blockchain creates one of the world’s most reliable technology-enabled decision-making systems that is virtually tamper-proof and provides solid insights and decisions. The integration of AI and Blockchain affects many aspects from food supply chain logistics and healthcare record sharing to media royalties and financial security. It is imperative that regulatory standards are emphasized in order to support positive outcomes from the integration of AI in blockchain technology. Regulatory Aspects of Artificial Intelligence on Blockchain provides relevant legal and security frameworks and the latest empirical research findings in blockchain and AI. Through the latest research and standards, the book identifies and offers solutions for overcoming legal consequences that pertain to the application of AI into the blockchain system, especially concerning the usage of smart contracts. The chapters, while investigating the legal and security issues associated with these applications, also include topics such as smart contacts, network vulnerability, cryptocurrency, machine learning, and more. This book is essential for technologists, security analysts, legal specialists, privacy and data security practitioners, IT consultants, standardization professionals, researchers, academicians, and students interested in blockchain and AI from a legal and security viewpoint.

Artificial Intelligence, Data And Blockchain In A Digital Economy, First Edition

Artificial Intelligence, Data And Blockchain In A Digital Economy, First Edition
Title Artificial Intelligence, Data And Blockchain In A Digital Economy, First Edition PDF eBook
Author Infocomm Media Development Authority
Publisher World Scientific
Pages 215
Release 2020-06-22
Genre Computers
ISBN 9811218978

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Digital transformation continues to create new growth opportunities for businesses and improve the lives of citizens. To help businesses seize these opportunities, the Infocomm Media Development Authority (IMDA) launched the Digital Economy Framework for Action in 2018. This living document aims to enhance Singapore's digital competitiveness and become a global node in Asia.As part of Singapore's push for a Digital Economy, IMDA and the Singapore University of Social Sciences have collaborated to jointly publish the Artificial Intelligence, Data and Blockchain in a Digital Economy, First Edition. This book explains how frontier technologies such as blockchain and artificial intelligence can empower Singapore's digital transformation. It also highlights and provides insights on transformative services and how frontier technology can impact the nation's digitalisation journey.