Security and Privacy Preserving for IoT and 5G Networks: Techniques, Challenges, and New Directions (Studies in Big Data, 95)

Preface
Contents
About the Editors
Authentic QR Codes for Traceability and Tamper Detection in IoT Enabled Waste Management Networks
	1 Introduction
	2 Preliminaries
		2.1 Internet of Things (IoT)
		2.2 Quick Response Code (QR)
		2.3 The Nested QR Code
		2.4 Cloud Storage and Cloud Database
		2.5 MIT App Inventor
		2.6 Smart Waste Management (SWM)
		2.7 Request Response Model
		2.8 Hash Chaining
	3 Proposed Methodology
	4 Results and Discussion
		4.1 Barcode Scanner
		4.2 Clock Component
		4.3 Location Sensor Component
		4.4 Tampering Check Mechanism
		4.5 Storing of Data
		4.6 Alert Message Feature
	5 Conclusion
	References
Data Security Challenges in Deep Neural Network for Healthcare IoT Systems
	1 Introduction
	2 Image-Based IoT Systems for Automated Diagnosis
	3 Data Security Issues in Image-Based Deep Learning
		3.1 Terminology
		3.2 Poisoning Attack
		3.3 Evasion Attack
	4 Conclusion
	References
Efficacious Data Transfer Accomplished by Trustworthy Nodes in Cognitive Radio
	1 Introduction
	2 Proposed Methodology
		2.1 Rijndael AES Encryption
		2.2 Bi-Authentication Scheme
		2.3 DNA Algorithm
		2.4 Pseucode Code
	3 Results and Discussion
	4 Conclusion
	References
A Multi-fusion IoT Authentication System Based on Internal Deep Fusion of ECG Signals
	1 Introduction
	2 Literature Review
		2.1 Previous Studies Based on Machine Learning Methods
		2.2 Previous Studies Based on Deep Learning Methods
	3 IoT Authentication System
	4 Method
		4.1 Preprocessing Stage
		4.2 Feature Extraction Stage
		4.3 Feature Reduction Stage and Internal Fusion
		4.4 Authentication Stage
	5 Results and Discussion
		5.1 ECG Databases
		5.2 Performance Metrics
		5.3 Results of the Authentication System
	6 Conclusion
	References
Overview of Information Hiding Algorithms for Ensuring Security in IoT Based Cyber-Physical Systems
	1 Introduction
	2 General Information on Data Embedding Methods
	3 Embedding Information into Media Data in Cyber-Physical Systems Without Defined Use Cases
	4 Embedding Information into Media Data in Cyber-Physical Systems with Defined Use Cases
	5 Embedding of Information into Sensor Data in Cyber-Physical Systems
	6 Embedding Information into Analog Signals in Cyber-Physical Systems
	7 Conclusion
	References
Survey on Mobile Edge-Cloud Computing: A Taxonomy  on Computation offloading Approaches
	1 Introduction
	2 Edge Computing Background
		2.1 Characteristics of Edge computing
		2.2 Benefits of Edge Computing
		2.3 What to be Processed Through Edge Computing?
		2.4 Edge Computing Application Areas
	3 Edge-Cloud Computing Taxonomy
		3.1 Models Objective
		3.2 Offloading Nature
		3.3 No. of Users
		3.4 No. of Edge Nodes
		3.5 No. of Tiers
		3.6 Mobility Concern
		3.7 Security Concern
	4 Challenges and Open Issues
		4.1 Computation Offloading for a Large-Scale Networks
		4.2 Mobility Management for Computing Offloading
		4.3 Software Defined Network and Edge-Cloud Computing Integration for Computation Offloading
		4.4 Security and Privacy for Computation Offloading
		4.5 Artificial Intelligence and Deep Learning Integration  for Computation Offloading
	5 Conclusion
	References
Security and Interoperability Issues with Internet of Things (IoT) in Healthcare Industry: A Survey
	1 Introduction
	2 IoT Background
		2.1 IoT Vision
		2.2 IoT Architecture
		2.3 IoT Elements
		2.4 IoT Applications (Industries)
	3 Healthcare Based IoT and Benefits
		3.1 IoT Healthcare Technology
		3.2 Types of Healthcare Devices/Gadgets
		3.3 Healthcare Concepts
	4 Medical Internet of Things (M-IoT)
		4.1 Semantic Healthcare
		4.2 Ambient Assisted Living (AAL)
		4.3 Wearable Devices and Smartphone
		4.4 Cognitive IoT (CIoT)
		4.5 Community-Based Healthcare
		4.6 Blockchain
	5 IoT Issues
		5.1 IoT Interoperability Issues
		5.2 Technical Interoperability
		5.3 Syntactic Interoperability
		5.4 Semantic Interoperability
		5.5 Pragmatic Interoperability
		5.6 Organizational Interoperability
		5.7 IoT and Security Issues
	6 Related Work
	7 Healthcare-IoT (IoHT) Challenges
	8 IoT-Healthcare and Blockchain Integration
		8.1 Blockchain (BC) Technology
		8.2 Secure Health-IoT Models Based Blockchain
	9 IoT-Healthcare Based Edge Computing
	10 Conclusion
	References
Assisted Fog Computing Approach for Data Privacy Preservation in IoT-Based Healthcare
	1 Introduction
	2 Fog Computing
	3 Privacy Preservation
	4 Related Work
	5 The Proposed Approach
		5.1 IoT Medical Sensors
		5.2 IoT Devices (Fog Nodes)
	6 Discussion
	7 Conclusion and Future Work
	References
Trusted Execution Environment-Enabled Platform for 5G Security and Privacy Enhancement
	1 Introduction
	2 Background and Related Work
		2.1 5G Network Architecture and Enablers
		2.2 TEE Background
		2.3 Related Work on TEEs Application in 5G
	3 Design of the TEEaaS Platform
		3.1 Secure Environments for Critical Workloads
		3.2 Suitable TEEs Based on Cloud Infrastructure
		3.3 TEEaaS
		3.4 From TEEaaS to Full Application Security
	4 Current Trends and Future Challenges
		4.1 Current Trends
		4.2 Future Challenges
	5 Conclusions and Future Work
	References
WSNs and IoTs for the Identification  of COVID-19 Related Healthcare Issues: A Survey on Contributions, Challenges and Evolution
	1 Introduction
		1.1 Types of Applications
		1.2 Applications of Wireless Sensor Network
		1.3 Sensor Node Architecture
		1.4 Challenges for WSN
	2 Internet of Things
		2.1 Internet of Things: Architecture
		2.2 Technologies of IOT
		2.3 Applications of IOT
	3 Related Work: Integration and Implementation of WSN with IOT Technology Against COVID-19
	4 Comparison Between Various Already Designed Architectures for the Prevention of COVID-19
	5 Conclusion
	References
DDoS Attack Detection in Vehicular Ad-Hoc Network (VANET) for 5G Networks
	1 Introduction
	2 Related Work
	3 Proposed Approach
		3.1 Proposed Framework
		3.2 DDoS Attack Detection Approach
		3.3 Description of Algorithm
	4 Results and Discussion
		4.1 Result Comparison
	5 Conclusion
	References