Integrating Blockchain and Artificial Intelligence for Industry 4.0 Innovations (EAI/Springer Innovations in Communication and Computing)

✍ Scribed by Sam Goundar (editor), R. Anandan (editor)

• Publisher: Springer
• Year: 2023
• Tongue: English
• Leaves: 336
• Category: Library

✦ Synopsis

This book discusses the convergence of artificial intelligence (AI) and Blockchain and how they can work together to help reach the goals of Industry 4.0. The authors first discuss how AI and Blockchain can help increase performance in business. The authors go on to discuss how the technologies can integrate to provide a competitive edge for businesses through improvements in big data, which has allowed firms to organize huge datasets into structured components that computers can process quickly. The authors also cover security implications and how AI and Blockchain can act as a double-edged sword against cyber-attacks. Impacts in programming, calculations, robotization, robots, and equipment are also discussed. This book caters to an extensive cross-sectional and multi-disciplinary readership. Academics, researchers and their students in topics such as artificial intelligence, cyber-physical systems, ethics, robotics, safety engineering, and safety-critical systems should find the book of value.

✦ Table of Contents

Preface
Acknowledgments
Contents
About the Editors
Application Areas, Benefits, and Research Challenges of Converging Blockchain and Machine Learning Techniques
1 Introduction
2 Literature Review
3 Overview of Blockchain
3.1 What Is Blockchain?
4 Overview of Machine Learning
4.1 What Is Machine Learning?
4.2 History of Machine Learning
4.3 Taxonomy of ML Technology
4.3.1 Supervised Machine Learning
4.3.2 Unsupervised Machine Learning
4.3.3 Semi-Supervised Machine Learning
4.3.4 Reinforcement Learning Algorithm
5 Benefits of Converging Machine Learning and Blockchain Technologies
5.1 Security Enhancement
5.2 Managing the Data Market Place
5.3 Intensifying Efforts to Reduce Energy Consumption
5.4 Handling Larger Data
5.5 Crypto Contract
5.6 Communication and Networking Systems
6 Application Areas of Blockchain-Based Machine Learning Models
6.1 Supply Chain and Logistics
6.2 Automation in Manufacturing
6.3 Energy and Utilities
6.4 Enhanced Customer Service
6.5 Data Trading
6.6 Product Manufacturing
6.7 Smart Cities
7 Research Challenges
8 Conclusion
9 Future Directions
References
Internet of Things and Blockchain in Healthcare: Challenges and Solutions
1 Introduction
1.1 Security Concerns and Privacy Preservation
2 Literature Review on IoT and Blockchain in the Healthcare Domain
3 Case Study: IoT and Blockchain in the Healthcare Field
3.1 Using Hash for Blockchain
3.2 Generating Hashed Text
3.3 Blocks in the Blockchain Model
3.4 Stages of Suggested Distributed Blockchain Model
3.5 Token Transferring in Blockchain
3.6 Proposed IoT Model for Blockchain-Based Hospital Network
4 Analysis of IoT and Blockchain in the Healthcare Domain
4.1 Hashed Text Created Blockchain Transaction
5 Summary
References
A Conceptual Model for the Role of Blockchain in Overcoming Supply Chain Challenges
1 Introduction
2 Related Research
3 Supply Chain Challenges
4 Research Method
4.1 Cases Collection
4.2 Case Selection
5 Findings
5.1 Case 1: TradeLens
5.2 Case 2: Everledger
5.3 Case 3: Provenance
5.4 Case 4: CargoX
5.5 Case 5: Modum
5.6 Case 6: Chronicled
5.7 Case 7: OriginTrail
5.8 Case 8: IBM Food Trust
5.9 Case 9: VeChain
5.10 Case 10: Dltledgers
6 Conceptual Model
7 Discussion and Implications
7.1 Implications for Research
7.2 Implications for Practice
8 Limitations and Future Research
Appendix
References
A Hybrid Application of Quantum Computing Methodologies to AI Techniques for Paddy Crop Leaf Disease Identification
1 Introduction
2 Literature Survey
3 Types of Paddy Diseases
4 Leaf Disease Identification Using Quantum Computing
5 Conversion of Leaf Images for Prediction
6 Quantum Image Formats
7 Quantum Image Operation
References
Cognitive Computing for the Internet of Medical Things
1 Introduction
2 Related Works
3 Fall Protection for Highway and Bridge Workers
4 OperaBLE: The Proposed Wearable
5 Results and Discussion
6 Conclusion
References
Blockchain-Based Privacy-Preserving Electronics Healthcare Records in Healthcare 4.0 Using Proxy Re-Encryption
1 Introduction
2 Related Works
3 Blockchain Overview
4 System Model
5 Proposed Algorithms
6 Performance Analysis
6.1 Scaling of Chaincode
6.2 Scaling by Peers
7 Conclusion
References
A Framework for Low Energy Application Devices Using Blockchain-Enabled IoT in WSNs
1 Introduction
2 Related Works
3 Proposed System
3.1 Control Services for the Backbone WSN
3.2 Control Services for the WSN for Occupants’ Identification
4 Results and Discussions
5 Conclusions
References
Implementation of Real-Time Water Quality Monitoring Based on Java and Internet of Things
1 Introduction
2 Literature Survey
3 System Overview
3.1 Sensors
3.2 Arduino
3.3 Database
3.4 Java Application
3.5 Communication Protocols
4 Results and Discussion
5 Conclusion
References
Blockchain-Based Infrastructure for Precision Agriculture
1 Introduction
1.1 Why Is Using Blockchain Technology a Better Approach for Precision Agriculture?
2 Precision Farming Components
2.1 Internet of Things (IoT)
2.2 Grid Specimen
2.3 Topographical Information System (TIS)
2.4 In-Season Decision-Making
2.5 Sensor Technology in Precision Agriculture
2.6 Data Management in Precision Agriculture
2.7 Precision Methods Used in Agriculture
3 Results and Discussion
4 Conclusion
References
Implementation of a Distributed Electronic Voting System Using a Blockchain-Based Framework
1 Introduction
1.1 Conventional Voting Systems
1.2 Blockchain
2 Related Works
3 Proposed System
4 System Design
4.1 System
4.2 Client
4.3 Server
5 Implementation
6 Conclusion
7 Future Work
References
Blockchain-Based Organ Donation and Transplant Matching System
1 Introduction
2 Literature Review
3 Modules
4 Methodology
5 Results and Discussions
6 Conclusion
References
A Transparent, Distributed, and Secure Crowdfunding Platform Based on Blockchain
1 Introduction
2 Transaction Using Traditional Way Versus Blockchain
3 Ethereum Blockchain
4 FUNDSMART
4.1 Contributor Functionalities
4.2 Public–Private Keys
4.3 Fundraiser Functionalities
4.4 Spending Request
4.5 Approve Request
5 The Smart Contract
5.1 The Smart Contract Design
6 Conclusion
References
Certificate Authentication System Using Blockchain
1 Introduction
2 Existing System
3 Objective
4 Related Work
5 Proposed Method
6 Method of Implementation
6.1 Data Digitalization
6.2 Hash Code Creation
6.3 Merkle Tree Formation
6.4 Block Creation
6.5 Digital Certificate Authentication
7 Comparison and Evaluation Metrics
8 Conclusion
References
Blockchain-Based Decentralized Student Verification Platform
1 Introduction
2 Literature Survey
3 Existing System
4 Proposed System
5 Methodology
5.1 System Architecture
5.2 Blockchain
5.3 Digitalization and Creation
5.4 Validation
6 Discussion
7 Conclusion
References
Application of Internet of Things Systems for Aerosol Monitoring of Quarries in Morocco
1 Introduction
2 Literature Review
3 System Proposed
4 Materials and Methods
4.1 Classic System and Sites Study
4.2 Suspended Particle Sensor
5 Results and Discussion
6 Conclusion
References
Blockchain Networks for Cybersecurity Using Machine-Learning Algorithms
1 Introduction
2 Related Work
3 Cybersecurity in Cryptocurrency
4 Multilayer Perceptrons
5 Long Short-Term Memory
6 Cyberattacks
7 Conclusion
References
Blockchain of Cryptocurrency Using a Proof-of-Work-Based Consensus Algorithm with an SHA-256 Hash Algorithm to Make Secure Payments
1 Introduction
2 The Blockchain of Cryptocurrency
3 PoW Consensus Algorithm
4 The SHA-256 Algorithm
5 Secure Payments
6 Distinctions Between Existing Currencies
7 Trust in Cryptocurrency
8 Conclusion
References
An Efficient Security-Enabled Routing Protocol for Data Transmission in VANET Using Blockchain Ripple Protocol Consensus Algorithm
1 Introduction
2 Literature Review
3 Research Methodology
3.1 Genetic Algorithm
3.2 Artificial Neural Networks
4 Blockchain Technology
4.1 The Ripple Protocol Consensus Algorithm
5 Results and Discussion
6 Conclusion
References
Blockchain-Based Sinkhole Attack Detection in Wireless Sensor Network
1 Introduction
2 Related Works
3 Data and Methods
3.1 Attack Detection with Artificial Bee Colony
3.2 Architecture of Intrusion Detection Model
3.3 ABC-Based Sinkhole Attack Detection
3.4 ABC: Key Exchange Mechanism
4 Experimental Results
4.1 Performance Measures
5 Conclusions
References
Secured Smart Manufacturing Systems Using Blockchain Technology for Industry 4.0
1 Introduction
2 Related Works
3 Proposed System
4 Results and Discussions
4.1 Performance Evaluation
4.2 A Case Study on PHM-based CPSMS Structure
5 Conclusions
References
Kryptoverse: A Fully-Fledged Cryptocurrency Transfer Website Based on Web 3.0
1 Introduction
2 Related Work
3 Proposed Work
3.1 Create A Smart Contract
3.2 Deploy The Smart Contract
3.3 Integration of the Blockchain Module with the Website
3.4 Get All the Transactions that Are Successfully Mined from the Ethereum Network
4 Results and Discussion
5 Conclusion and Future Work
References
The Benefits of Combining AI and Blockchain in Enhancing Decision-Making in Banking Industry
1 Introduction
2 How Artificial Intelligence Can Complement Blockchain
2.1 Applications of Artificial Intelligence and Blockchain
3 The Use of Artificial Intelligence and Blockchain in Financial Sector
3.1 Benefits of AI Usage on Cost Reduction in Financial Services
3.2 Areas of Application of AI and Blockchain in Banking Sector
4 Challenges for Integrating AI and Blockchain Technologies
4.1 AI and Blockchain-Based Future Changes in Financial Sector
4.2 Things to Consider When integrating AI and Blockchain Technologies
5 Future of AI and Blockchain Technologies in Banking Industry
6 Conclusion
References
Index