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Introduction
The rapid growth of Internet of Things (IoT) devices has led to the creation of large amounts of data generated at the edge of the network. Edge computing has emerged as a promising technology that enables processing data closer to where it is generated, reducing latency and bandwidth usage. However, with the proliferation of IoT devices and the increasing complexity of edge computing systems, ensuring the security of data and devices at the edge has become a critical challenge.
This thesis focuses on Secure IoT edge computing, aiming to address the security issues associated with processing sensitive data at the edge of the network. The research will investigate the current state of security in IoT edge computing, identify potential vulnerabilities, and propose solutions to enhance the security of edge computing systems.
1.1 Introduction
1.2 Background of study
1.3 Problem Statement
1.4 Objective of Study
1.5 Limitation of Study
1.6 Scope of Study
1.7 Significance of Study
1.8 Structure of the Thesis
1.9 Definition of Terms
Chapter 2: Literature Review
2.1 Overview of IoT edge computing
2.2 Security challenges in IoT edge computing
2.3 Existing security solutions for IoT edge computing
2.4 Edge computing frameworks and architectures
2.5 Authentication and access control in edge computing
2.6 Data privacy and encryption at the edge
2.7 Threat modeling for IoT edge computing
2.8 Intrusion detection and prevention in edge computing
2.9 Secure communication protocols for edge devices
2.10 Security best practices for IoT edge computing
Chapter 3: System Design and Methodology
3.1 Research methodology
3.2 System architecture design
3.3 Data collection and analysis
3.4 Security requirements specification
3.5 Threat modeling and risk assessment
3.6 Security mechanism design
3.7 Implementation strategy
3.8 Performance evaluation metrics
Chapter 4: System Implementation
4.1 Implementation of security mechanisms
4.2 Deployment of edge computing infrastructure
4.3 Configuration of security protocols
4.4 Integration with existing IoT devices
4.5 Testing and validation of security measures
4.6 Performance optimization
4.7 Scalability and interoperability considerations
4.8 Continuous monitoring and updates
Chapter 5: Conclusion and Summary
5.1 Summary of findings
5.2 Contributions to the field
5.3 Limitations and future research directions
5.4 Conclusion and final remarks
Thesis Overview on Secure IoT edge computing
Secure IoT edge computing has gained significant attention in recent years due to the proliferation of IoT devices and the need to process data closer to its source. This thesis aims to address the security challenges associated with processing sensitive data at the edge of the network. The research will explore the current state of security in IoT edge computing, identify potential vulnerabilities, and propose solutions to enhance the security of edge computing systems.
Chapter 1 provides an introduction to the research topic, outlining the background, problem statement, objectives, limitations, scope, significance, and structure of the thesis. Chapter 2 presents a comprehensive literature review on IoT edge computing, security challenges, existing solutions, frameworks, architectures, authentication, access control, data privacy, encryption, threat modeling, intrusion detection, prevention, and secure communication protocols.
In Chapter 3, the system design and methodology are discussed, including research methodology, system architecture design, data collection, analysis, security requirements, threat modeling, risk assessment, security mechanism design, implementation strategy, and performance evaluation metrics. Chapter 4 details the system implementation process, including security mechanism implementation, edge computing infrastructure deployment, security protocol configuration, integration with IoT devices, testing, validation, performance optimization, scalability, interoperability, monitoring, and updates.
Finally, Chapter 5 presents the conclusion and summary of the research findings, contributions to the field, limitations, future research directions, and concluding remarks on Secure IoT edge computing. This thesis aims to provide valuable insights into enhancing the security of IoT edge computing systems and contribute to the advancement of secure edge computing technologies.
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