Security Analytics: A Data Centric Approach to Information Security

Cover
Half Title
Series Page
Title Page
Copyright Page
Table of Contents
Preface
Editors
Contributors
Chapter 1: A Reliable Blockchain Application for Music in a Decentralized Network
	1.1 Introduction
		1.1.1 Need of Change in Music Industry
		1.1.2 Challenges Faced by the Music Industry
	1.2 Introduction to Blockchain
	1.3 Blockchain Technologies
		1.3.1 Smart Contracts
		1.3.2 Ethereum
	1.4 Framework for Royalty Distribution Using Blockchain
	1.5 Implementation and Results
	1.6 Future Research Prospects
		1.6.1 Universal Music Database
		1.6.2 Digital Content Distribution and Licensing
		1.6.3 Affordable Music Sampling
	1.7 Drawbacks
	1.8 Conclusion
	References
Chapter 2: An Authentic Data-Centric Application for Medical Stores
	2.1 Introduction
		2.1.1 Purpose
		2.1.2 Intended Audience
		2.1.3 Product Scope
		2.1.4 Tech Stack Description
		2.1.5 Existing System
	2.2 Literature Survey
	2.3 Proposed Methodology for a Data-Centric Approach in Medical Stores
		2.3.1 Implementation of Intelligent Pharmacy Application
		2.3.2 Results and Discussion
	2.4 Conclusion
	References
Chapter 3: Intelligent Data-Analytic Approach for Restaurant Recommendation
	3.1 Introduction to Machine Learning
	3.2 Related Work
		3.2.1 Exploring Venue Popularity
		3.2.2 Software Fault Prediction
		3.2.3 Temperature and Humidity Data Analysis
		3.2.4 Educational Data Mining for Prediction of Student Performance
		3.2.5 Crime Prediction and Forecasting
		3.2.6 Ship Trajectory Prediction
		3.2.7 Incident Analysis and Prediction
		3.2.8 Cross-Validation of Protein Structural Class Prediction
	3.3 Research Methodology – from Collecting Data to Suggesting Places
		3.3.1 Data Sources (Our Data Points)
		3.3.2 Analysis of the Venues Retrieved (Formatting and Cleaning)
		3.3.3 Some Venues Have Been Replaced with New Venues
		3.3.4 Clustering – Finding Similar Places
		3.3.5 K-Means Clustering – the Hot Approach
	3.4 Result and Analysis
		3.4.1 Categories – Types of Restaurants
		3.4.2 Average Rating for the Places
		3.4.3 Average Price Per Person of Venues
	3.5 Conclusion
	References
Chapter 4: Investigation on Mobile Forensics Tools to Decode Cyber Crime
	4.1 Introduction to Mobile Forensics: Process and Methodology
	4.2 Preservation of Evidences in Mobile Device
	4.3 Acquisition from Mobile Device
	4.4 Examination and Analysis: Tools and Techniques
	4.5 SIM Forensics and Reporting of Evidences
	4.6 Conclusion
	References
Chapter 5: Investigation of Feeding Strategies in Microstrip Patch Antenna for Various Applications
	5.1 Introduction
	5.2 Microstrip Patch Antennas
	5.3 Electromagnetic Bandgap Structure
	5.4 Metamaterial Structure
	5.5 Multiple Input and Multiple Output (MIMO) Systems
	5.6 Techniques of Microstrip Patch Antennas
	5.7 Advantages and Disadvantages
	5.8 Applications
	5.9 Tools of Microstrip Patch Antenna
	5.10 Parameters of Microstrip Patch Antenna
	5.11 Conclusion
	References
Chapter 6: Optical Encryption of Images Using Partial Pivoting Lower Upper Decomposition Based on Two Structured Deterministic Phase Masks in the Hybrid Transform Domain
	6.1 Introduction
	6.2 Theoretical Background
		6.2.1 Discrete Cosine Transform
		6.2.2 Fractional Fourier Transform
		6.2.3 Structured Deterministic Phase Mask
	6.3 Proposed Cryptosystem
	6.4 Simulation and Evaluation
		6.4.1 Statistical Analysis
		6.4.2 Attack Analysis
		6.4.3 NPCR and UACI Analysis
		6.4.4 Key Sensitivity Analysis
	6.5 Performance Comparison
	6.6 Conclusion
	References
Chapter 7: A Comparative Analysis of Blockchain Integrated IoT Applications
	7.1 Introduction
	7.2 Introduction to Internet of Things
		7.2.1 IoT Architecture
		7.2.2 Challenges in IoT
	7.3 Introduction to Blockchain
		7.3.1 Important Features of Blockchain
		7.3.2 Types of Blockchain Models
		7.3.3 Blockchain Benefits
		7.3.4 Technology for Secure Blockchain Architecture
	7.4 Integration of Blockchain and IoT
		7.4.1 Advantages of Using Blockchain IoT
	7.5 Analysis of Various IoT Applications with Blockchain
		7.5.1 Supply Chain
		7.5.2 Ride Hiring System
		7.5.3 Solar Energy
		7.5.4 Printing Machine
		7.5.5 Home Space
		7.5.6 Waste Management
		7.5.7 Agriculture System
		7.5.8 Healthcare System
		7.5.9 Miscellaneous Applications
		7.5.10 Application Implementation
		7.5.11 Analysis of Blockchain Integrated IoT Applications
	7.6 Conclusion and Summary
	References
Chapter 8: Blockchain: A New Power-Driven Technology for Smart Cities
	8.1 Introduction: Background and Driving Forces
	8.2 Solar Energy Smart Grid Powered with Blockchain
	8.3 Feedback and Opinion Gathering with Blockchain
	8.4 Conducting Elections and Referendums
	8.5 Citizen Rating Based on Environmental Awareness
	8.6 Secure Storage of Private and Sensitive Data of Citizens
	8.7 Generating New Streams of Income for Local Administrative and Municipal Bodies
	8.8 Blockchain-Based Universal Identification
	8.9 Education
	8.10 Healthcare
	8.11 Parking Management
	8.12 Resource Management
	8.13 Resource Management
	8.14 Limitation of Blockchain
	8.15 Conclusion
	References
Chapter 9: Mutual Surf-Scaling Factor Features Analysis for Detecting DDoS Attacks Based on Lattice Behavioral Using Spread Spectral Soft-Max-Recurrent Neural Networks
	9.1 Introduction
	9.2 Related Work
	9.3 Mutual Surf-Scaling Factor Features Analysis for Detecting DDoS Attacks
		9.3.1 Data Preprocessing
		9.3.2 Lattice Behavioral Access Rate (LBAW)
		9.3.3 Social Spider Comp Feature Section (S2CFS)
		9.3.4 Mutual Scaling Features and Ranking
		9.3.5 Soft-Max Logical Activation Function (SmLAF)
		9.3.6 Spread Spectral Recurrent Neural Network (S2RNN)
	9.4 Result and Discussion
	9.5 Conclusion
	References
Chapter 10: Provably Secure Role Delegation Scheme for Medical Cyber-Physical Systems
	10.1 Introduction
		10.1.1 Proxy Signature Technique
		10.1.2 Forward-Secure Technique
	10.2 Related Work
		10.2.1 Case Study
	10.3 Framework for Proposed Methodology
		10.3.1 The Proposed PB-FSPS Algorithm
			Setup Phase
			System Initialization/Define Public Parameters
			Warrant Generation Phase
			Warrant Verification Phase
			Forward-Secure Proxy Key Generation
			Forward-Secure Proxy Signature Generation
			Forward-Secure Proxy Signature Verification
			Correctness of Proposed Algorithm
	10.4 Protocol Analysis Using BAN Logic
		10.4.1 Idealized Protocol
		10.4.2 Initial Assumptions
		10.4.3 Goals
		10.4.4 Protocol Analysis
			Consider Message
			Consider Message
	10.5 Simulation Study of PB-FSPS
	10.6 Conclusion
	References
Chapter 11: FRAME Routing to Handle Security Attacks in Wireless Sensor Networks
	11.1 Introduction
	11.2 Literature Survey
	11.3 FRAME Routing Algorithm
		11.3.1 FRAME Routing
		11.3.2 Bayesian Network
	11.4 Results and Discussion
		11.4.1 AODV Without Attacks
		11.4.2 AODV with Attacks
		11.4.3 FRAME Without Attacks
		11.4.4 FRAME with Attacks
	11.5 Conclusion
		11.5.1 Summary of the Work
		11.5.2 Performance Analysis and Conclusion
		11.5.3 Future Scope
	References
Chapter 12: A Blockchain Security Management Based on Rehashing Shift Code Rail Encryption Using Circular Shift Round Random Padding Key for Decentralized Cloud Environment
	12.1 Introduction
	12.2 Related Work
	12.3 Problem Consideration
	12.4 Materials and Methods for Improved Blockchain Security
	12.5 Hyperledger Transaction Security
	12.6 Smart Contracting Security
	12.7 Blockchain Initialization
	12.8 Padding Key Substitution-Algorithm
	12.9 Hash Key Generation on Padding
	12.10 Circular Shifting Block Generation
	12.11 Rehashing Shift Code Rail Encryption
	12.12 Peer Verification on Exponential Session
	12.13 Verified Authenticity Key Logs
	12.14 Result and Discussion
	12.15 Conclusion
	References
Chapter 13: Application of Exact Barrier-Penalty Function for Developing Privacy Mechanisms in Cyber-Physical Systems
	13.1 Introduction
	13.2 Related Work
	13.3 Problem Formulation
	13.4 Proposed Mechanism
	13.5 Experimental Results
	13.6 Future Scope
	13.7 Conclusion
	References
Index