Intelligent Cyber Physical Systems and Internet of Things

Name: Intelligent Cyber Physical Systems and Internet of Things | ICoICI 2022
Brand: Springer
Price: 255.73 EUR
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ICoICI 2022

Jude Hemanth Danilo Pelusi Joy Iong-Zong Chen(Editor)

Springer (Publisher)

1st Edition

Published on 3. February 2023

XIV, 913 pages

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978-3-031-18497-0 (ISBN)

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Content

Intro
Preface
Contents
Term Frequency Tokenization for Fake News Detection
1 Introduction
2 Literature Review
3 Methodology
4 Results and Discussion
5 Conclusion
References
Aquaculture Monitoring System Using Internet of Things
1 Introduction
2 Related Works
3 Methodology
3.1 Data Extraction
3.2 Data Telemetry and Visualization
3.3 Parameter Prediction
3.4 Chatbot
3.5 Water Quality Maintenance
4 Design and Implementation
4.1 Hardware Details
4.2 Software Details
4.3 Overview of Implementation
4.4 Implementation of pH Prediction
5 Results and Discussion
5.1 Sensor Data Visualization in IBM Watson Internet of Things Platform
5.2 Parameter Prediction
5.3 Chatbot
5.4 Android App
6 Conclusion and Future Scope
References
A Comprehensive Study and Implementation of Memory Malware Analysis with Its Application for the Case Study of CRIDEX
1 Introduction
2 Background Work
3 Related Work
4 Memory Malware Analysis Approach
5 Available Tools
6 CRIDEX Case Study
7 Conclusion
References
IoT Based Anti Poaching of Trees and Protection of Forest
1 Introduction
2 Related Works
3 Proposed Work
4 Results
5 Conclusion and Future Works
5.1 Conclusion
5.2 Future Works
References
Artificial Intelligence Based Efficient Activity Recognition with Real Time Implementation for ATM Security
1 Introduction
2 Literature Review
3 Proposed Model
4 Results and Dıscussıon
5 Conclusion
References
Terror Attack Classification with the Application of Orange Data Mining Tool and Neo4j Sandbox
1 Introduction
1.1 Dataset
1.2 Graph and Neo4j
2 Literature Survey
3 Methodology
3.1 Graph Creation
3.2 Graph Embedding Calculation
4 Model Building
4.1 Counting Null Values
4.2 Removal of Redundant Data
4.3 Dimension Reduction
4.4 Data Scaling
5 Results and Analysis
6 Conclusion
References
Multipurpose IoT Based Camera Using Deep Learning
1 Introduction
2 Related Work
3 Proposed Work
3.1 Hardware Integration
3.2 Training the Model
3.3 Detect and Predict Mask
3.4 Eye on Mask
3.5 Eye Open or Closed
3.6 Eye and Eye Ball Contours
3.7 Head Pose of Person
3.8 Function Calling and Display of Output
4 Result Analysis
5 Conclusion
References
Dr. Watson AI Based Healthcare Technology Project
1 Introduction
2 Methodology
3 Implementation
4 Results
4.1 Home Page
4.2 Dashboard Page
4.3 Medicine Prescriber
4.4 Diabetic Analyzer
4.5 Covid Predictor
4.6 Watson Assistant Chatbot
5 Conclusion
References
Empirical and Statistical Comparison of RSA and El-Gamal in Terms of Time Complexity
1 Introduction
2 Literature Review
3 Run Time Comparison of RSA and EL Gamal Protocols Used in MANET
4 Fundamental Theorem of Finite Difference
5 Result and Analysis
6 Conclusions and Future Work
References
IoT Communication to Capture and Store Data to Thingspeak Cloud Using NodeMCU and Ultrasonic Sensor
1 Introduction
2 Related Work
3 Proposed Work
4 Results and Discussion
5 Conclusion and Future Scope
References
A Comprehensive Study on Cloud Computing: Architecture, Load Balancing, Task Scheduling and Meta-Heuristic Optimization
1 Introduction
2 Cloud Computing: Architecture
2.1 Overview
2.2 Features of Cloud Computing
2.3 Architecture
2.4 Data Center in Cloud Network
2.5 Virtual Machines in Cloud Computing
2.6 Motivation of Study
3 Load Balancing in Cloud Computing
3.1 Classification of LB Techniques
3.2 Load Balancing Metrics
4 Task Scheduling in Cloud Environment
4.1 Types of Task Scheduling
4.2 Framework of TS in CC Environment
5 Meta-Heuristic Optimization Techniques
6 Literature Survey
6.1 Research Gaps and Issues
7 Conclusion
References
Balancing Exploration and Exploitation in Nature Inspired Computing Algorithm
1 Introduction
2 Existing Work
2.1 Particle Swarm Optimization
3 Proposed Work
3.1 Improved Multiple Particle Swarm Optimization (IMPSO)
4 Results and Discusssion
5 Conclusion
References
Blockchain Based Secure, Efficient, and Scalable Platform for the Organ Donation Process of Healthcare Industry
1 Introduction
2 Related Work
3 Preliminaries
3.1 Blockchain
3.2 Ethereum
3.3 Smart Contracts
4 The Proposed Organ Donation Platform Using Blockchain Technology
5 Results and Analysis
6 Conclusions and Future Works
References
Image Enhancement in Frequency Domain Fingerprint Detection and Matching Approach
1 Introduction
2 Frequency Domain Approach in Enhancement
3 Adopted Methodology
4 Design and Implementation
5 Simulation Results and Discussion
6 Conclusion
References
Developing Machine Learning Based Mobile App for Agriculture Application
1 Introduction
2 Relevance
3 Related Work
4 Proposed Work
5 Block Diagram
6 Architecture Description
7 Live Field Status
8 Crop Detection and Market Prediction
8.1 Data Gathering
8.2 Data Pre-processing
9 Crop Detection
9.1 Image Acquisition
9.2 Image Pre-processing
9.3 Feature Extraction
9.4 SVM Classification
9.5 Segmentation
10 Implementation and Result Analysis
10.1 Home Screen Along with Application Menu
10.2 Confusion Matrix
10.3 ML Model Comparison
10.4 Notification and Information
11 Conclusion
References
Attack Detection in IoT Using Machine Learning-A Survey
1 Introduction
2 IoT Architectures Attacks and Attacks Detection
3 Challenges
4 Conclusion
References
An Extensive Study on Logic Emerging IoT Adiabatic Techniques for Low-Power Circuit
1 Introduction
2 Background on Adiabatic Circuits
3 Recent Developments
3.1 Adiabatic Circuits for RF-Powered IoT Applications
3.2 Adiabatic Logic Enhanced Hardware Security
4 Avoid Common Mistakes to Adiabatic Logic Design
4.1 Don't Use Diodes
4.2 Rules of Don't Disobey Transistor
4.3 Use Reversible Logic
4.4 Don't Over-Constrain the Design
5 Conclusion
References
A Critical Review of Agri-Food Supply Management with Traceability and Transparency Using Blockchain Technology
1 Introduction
1.1 Motivation and Contribution of Research Work
2 Related Work
2.1 Traceability
2.2 Efficiency
2.3 Privacy
2.4 Cost
2.5 Inventory Management
3 Blockchain Implementation Challenges
4 Conclusion
References
Face-Anti-spoofing Based on Liveness Detection
1 Introduction
2 Related Work
3 Proposed Methodology
3.1 Dataset Gathering
3.2 Data Pre-processing
3.3 Model Parameter
4 Simulation Result
4.1 Performance Matrix
4.2 Confusion Matrix
5 Conclusion
References
PDR Analysis and Network Optimization of Routing Protocols for Edge Networks
1 Introduction
1.1 Dynamic Source Routing (DSR)
1.2 Ad-hoc On-demand Distance Vector (AODV)
2 Related Work
3 Proposed Work
4 Result Analysis
5 Conclusion
References
Privacy Threat Reduction Using Modified Multi-line Code Generation Algorithm (MMLCGA) for Cancelable Biometric Technique (CBT)
1 Introduction
2 Related Work
3 Proposed Method
3.1 System Modules
3.2 System Architecture
4 Implementation Details
4.1 Binarization
4.2 Contextual Filtering
4.3 Thinning
4.4 Minutiae Extraction
4.5 Line Code Algorithm
5 Results and Discussion
6 Conclusion
References
Systematic Literature Review-IoT-Based Supply Chain Management in Industry 4.0
1 Introduction
2 IoT Based Supply Chain Management in Industry 4.0
3 Principles and Methods
3.1 Review Principles
3.2 Systematic Literature Review Method
4 Review of Research Trends
5 Content Analysis
6 Industry 4.0 and IoT in Supply Chain Research (Future Work)
7 Conclusion
References
A Review on Urban Flood Management Techniques for the Smart City and Future Research
1 Introduction
2 Related Work
3 Analysis and Discussion
4 Conclusion
References
Application of Distributed Constraint Optimization Technique for Privacy Preservation in Cyber-Physical Systems
1 Introduction
2 Related Work
3 Proposed Mechanism
4 Experimental Results
5 Future Work
6 Conclusion
References
Grip Assisting Glove for Charcot-Marie-Tooth Patients
1 Introduction
2 Literature Survey
2.1 Smart Muscle Strength Assessment Glove for Rehabilitation Purposes [7]
2.2 Calibration and Evaluation of a Force Measurement Glove for Field-Based Monitoring of Manual Wheelchair Users [8]
2.3 A Fabricated Force Glove that Measures Hand Forces During Activities of Daily Living [9]
2.4 Wearable System with Embedded Force Sensors for Neurological Rehabilitation Trainings [10]
2.5 Tactile Sensorized Glove for Force and Motion Sensing [11]
2.6 Smart Glove to Measure a Grip Force of the Workers [12]
2.7 Force-Sensing Glove System for Measurement of Hand Forces During Motorbike Riding [13]
2.8 Smart Tactile Gloves for Haptic Interaction, Communication and Rehabilitation [14]
3 Working/Methodology
3.1 Sensing and Analog Signal Condition Block
3.2 Continuous Force Monitoring Block
3.3 Haptic Feedback Block
4 Design of the Glove
5 Comparison
5.1 Smart Muscle Strength Assessment Glove for Rehabilitation Purposes [7]
5.2 Calibration and Evaluation of a Force Measurement Glove for Field-Based Monitoring of Manual Wheelchair Users [8]
5.3 A Fabricated Force Glove that Measures Hand Forces During Activities of Daily Living [9]
5.4 Wearable System with Embedded Force Sensors for Neurologic Rehabilitation Trainings [10]
5.5 Tactile Sensorized Glove for Force and Motion Sensing [11]
5.6 Smart Glove to Measure a Grip Force of the Workers [12]
5.7 Force-Sensing Glove System for Measurement of Hand Forces During Motorbike Riding [13]
6 Testing
7 Conclusion
References
Accident Detection in Surveillance Camera
1 Introduction
2 Literature Review
3 Problem Statement
4 Implementation
4.1 Vehicle Detection
4.2 Accident Detection
4.3 Alert System
5 Results
6 Conclusion
References
Wheeled Robots for Isolation Wards
1 Introduction
2 Literature Survey
3 Methodology
4 Technology Overview
5 Results and Discussion
6 Conclusion
References
A Survey on Various Crypto-steganography Techniques for Real-Time Images
1 Introduction
2 Application of Image Processing
3 Issues in Image Processing
3.1 Image Compression
3.2 Image Enhancement
3.3 Image Recognition
3.4 Image Visualization
3.5 Image Security
4 Application of Cryptography in Image Processing
5 Literature Survey
6 Conclusion
References
A Lightweight Image Cryptosystem for Multimedia Internet of Things
1 Introduction
2 Chaos-Based Encryption and Decryption
2.1 Chaos Maps
2.2 Chaos Maps for Encryption
2.3 Elliptic-Curve Cryptography Key Algorithm
3 Proposed Lightweight Image Encryption Algorithm
3.1 Key Generation Algorithm
3.2 Algorithm for Key Generation
3.3 Encryption Process
3.4 Confusion Process Utilising ACM
3.5 Diffusion Process Utilising Henon Map
3.6 Decryption Process
4 Results and Discussions
4.1 Input and Output Cases
4.2 Intensity Histogram Analysis
4.3 Entropy Analysis
4.4 Computational Complexity Analysis
4.5 Adjacent Pixel Auto Correlation Analysis
5 Conclusions
References
A Study on Parking Space Allocation and Road Edge Detection for Optimizing Road Traffic
1 Introduction
2 Study on Parking Space Allocation
3 Study on Road Edge Detection in Unfavourable Weather Conditions
4 Proposed Model
5 Conclusion
References
Human Physical Activities Based Calorie Burn Calculator Using LSTM
1 Introduction
2 Related Work
3 Methodology
3.1 Process Flowchart
3.2 Data Collection
3.3 Data Cleaning and Data Labeling
3.4 Patterns in sensor's Data Recorded in the Activity
3.5 Proposed Methodology for Activity Recognition Using LSTM
3.6 Training of Model and Testing of Model
3.7 Calculating Calorie Deficit Using the Predicted Graph
4 Result and Conclusion
4.1 Accuracy of Model
4.2 Calorie-Meter on Andorid App
5 Future Directions
References
Alternate Tiny Encryption Algorithm: A Modified Tiny Encryption Algorithm for Improved Data Security
1 Introduction
2 Related Work
3 Proposed System
3.1 Key Generation
3.2 Subkey Generation
3.3 Encryption
3.4 Decryption
4 Results
5 Conclusion
References
Crystal Clear Analysis of Open-Source Automation Platforms
1 Introduction
2 Literature Summary of Open Source Software
2.1 OpenHAB
2.2 Home Assistant
2.3 Jeedom
2.4 IoBroker
2.5 Google Home Assistant
2.6 AGO Control
2.7 Domoticz
2.8 FHEM
2.9 Calaos
2.10 Pimatic
2.11 Homebridge.io
2.12 Node Red
2.13 IFTTT
3 Conclusion
4 Future Work
References
A Review Paper on Network Intrusion Detection System
1 Introduction
2 Architecture of IDS
3 Overview of ML Approaches
3.1 Supervised Learning
3.2 Unsupervised Learning
3.3 Reinforcement Learning
4 Data Reduction Approaches Used in IDS
4.1 Feature Selection
4.2 Feature Extraction
4.3 Clustering
5 Literature Survey
6 NIDS Datasets
7 Conclusion
References
ESP32 Based Irrigation System
1 Introduction
2 Literature Survey
3 Proposed System
3.1 ThingSpeak
3.2 Soil Moisture Sensor
3.3 Raindrop Sensor
3.4 DHT11 Sensor
3.5 Water Level Sensor
3.6 Methodology of the Proposed Work
4 Proposed System
4.1 Methodology of the Proposed Work
5 Conclusion
References
RFID (Radio Frequency Identification) Tag Collision Risk Mitigation Analysis and Avoidance
1 Introduction
2 Types of RFID Tags
3 Background
4 Types of Tag Collision
5 Risks of Tag Collision
6 Avoiding RFID Tag Collision
6.1 Dynamic Binary Tree Slot ALOHA (DBTSA)
6.2 Q Protocol
7 Comparison of ALOHA Based Anti-collision Protocols
8 Future of RFID (Radio Frequency Identification) Technology
9 Conclusion
References
BizGuru 1.0: Design and Development of a Mobile-Based Digital Marketing Guide for Elderly
1 Introduction
2 Related Work
2.1 Smartphone for Seniors (S4S) Project
2.2 Enhancing Islamic Knowledge via Short Messaging System (SMS)
2.3 eVideo Mobile
2.4 The SenApp Project
2.5 iPractice: Tablet-Based Home Practice Program in Aphasia Treatment
2.6 Reflection
3 Methodology
3.1 Analysis
3.2 Design
3.3 Development
3.4 Implementation
3.5 Evaluation
4 Conceptual Process Flow and Model of BizGuru
5 Findings and Discussion
5.1 Subject Matter Expert
5.2 Usability Evaluation
5.3 Related Theory and Methodological
6 Conclusion and Future Work
References
Development of Secure Cloud-Based Healthcare Management Using Optimized Elliptic Galois Cryptography
1 Introduction
2 Related Works
3 Proposed System
3.1 Architecture Overview
3.2 System Model
4 Results and Discussion
4.1 Performance Analysis of Proposed Mayfly Algorithm
4.2 Performance Analysis of Proposed Optimized EGC
5 Conclusion
References
A Review of Mobile Computation Offloading Techniques
1 Introduction
2 Mobile Task Offloading
3 Major Criteria in Offloading
4 Classification
5 Offloading Decision
6 Computation Offloading
7 Offloading Techniques
8 Conclusion
References
Study of the Impact of Sybil Attack in VANETs Using F2MD
1 Introduction
2 Literature Review on Sybil Attack
3 Sybıl Attack
4 Attacker Model
5 Sımulatıon
5.1 Evaluation
5.2 Performance Evaluation Metrics
6 Results
7 Conclusion
References
Aatmanirbhar Sanchar: Self-Sufficient Communications
1 Introduction
2 Motivation
3 Literature Review
4 Lacuna in the Existing System
5 Methodology
5.1 Joining a Chat Room
5.2 The Ephemeral Chat Room
5.3 Encryption Process
5.4 Transmitting a Message
5.5 Receiving a Message
5.6 Leaving the Chat Room
5.7 Experimental Environment Details
6 Applications
6.1 In Large Organizations as a Quick, Secure Chat Platform
6.2 Communications Where Security is of National Importance
6.3 Aatmanirbhar Samakraman: File Auto-Synchronization App
7 Results
7.1 Comparison of Results with Existing Systems
8 Future Scope
8.1 Converting the Application to a Decentralized WEB3 Application (See Fig. 15)
9 Conclusion
References
A Meta Heuristics SMO-SA Hybrid Approach for Resource Provisioning in Cloud Computing Framework
1 Introduction
1.1 Spider Monkey Optimization
1.2 Simulated Annealing
2 Related Work
3 Proposed Hybrid Algorithm (SMO-SA)
3.1 Mathematical Formulation
3.2 Algorithm of Proposed Hybrid Approach (SMO-SA)
4 Working Example of the Proposed Hybrid Algorithm (SMO-SA)
5 Results and Discussion
6 Conclusion
References
A Comprehensive Study of Automation Using a WebApp Tool for Robot Framework
1 Introduction
2 Associated Works
3 Proposed Work
3.1 Test Suite Creation
3.2 Test Case Execution
4 Result Analysis
5 Conclusion
References
Detection of Mirai and GAF-GYT Attack in Wireless Sensor Network
1 Introduction
2 Background
2.1 Mirai Attack
2.2 GAF-GYT Attack
3 Related Work
4 Proposed Method
4.1 Attack Detection System with F_classif Feature Selection
4.2 Normalization
4.3 Feature Extraction Using f_classif Function
5 Results and Discussion
5.1 Experimental Setup
5.2 Performance Analysis with Positive Measure Under GAF-GYT Attack
5.3 Performance Analysis with Negative Measure Under GAF-GYT Attack
5.4 Performance Analysis with Positive Measure Under Mirai Attack
5.5 Performance Analysis with Negative Measure Under Mirai Attack
6 Conclusion
References
A Brief Review of Network Forensics Process Models and a Proposed Systematic Model for Investigation
1 Introduction
2 Related Works
3 Systematic Networkt Forensic Investigation Model (SNFIM)
4 Classification of Internet Forensic Investigation Technologies
4.1 Intrusion Detection Systems of Internet Forensic Investigation
4.2 Traceback in Internet Forensic Investigation
4.3 Distributive Internet Forensic Investigation
4.4 Attack Graph of Internet Forensic Investigation
5 Methodology
5.1 Research Questions
5.2 Quality Assessment
5.3 Data Extraction and Data Synthesis
5.4 State-of-the-Art Internet Forensic Models
6 Comparative Analysis of State-of-Art Models
6.1 Intrusion Detection System in Network Forensic Analysis
6.2 Tracebacks in Network Forensic Analysis
6.3 Distributive Systems in Forensic Analysis
6.4 Attack Graphs in Forensic Analysis
7 Conclusion
References
IOT Based Solution for Effective Social Distancing and Contact Tracing for COVID-19 Prevention
1 Introduction
2 Related Work
3 Proposed Method
3.1 IR Sensor
3.2 Ultrasonic Sensor
4 Social Distancing Algorithm
4.1 Algorithm: Social Distancing Measurement
4.2 Temperature Checking
5 Result and Analysis
6 Conclusions
References
Design and Implementation of Highly Secured Nano AES Cryptographic Algorithm for Internet of Things
1 Introduction
1.1 Internet-of-Things
1.2 Crypto System
1.3 Advanced Encryption Standard (AES)
1.4 Deoxyribonucleic Acid (DNA)
2 Literature Survey
3 Design Implementation
4 Result and Discussions
5 Conclusion
References
Convergence of Communication Technologies with Internet of Things
1 Introduction
2 Literature Survey
3 RFID and IoT
4 Wireless Sensor Network
5 Connecting WSN with IoT
6 Connecting MANET's to IoT
7 MANET-IoT Integration Protocol
8 Results and Discussion
9 Conclusion
References
Chatbots: A Survey of the Technology
1 Introduction
1.1 Chatbot Statistics
1.2 History of Chatbots
2 Types of Chatbots
2.1 Knowledge Domain
2.2 Service Provided
2.3 Goals
2.4 Method for Processing Input and Producing Responses
3 Characteristics of Chatbot
3.1 Conversational Development
3.2 Autonomous Judgement
3.3 Omni Channel
3.4 Accessible
3.5 Free to Explore
3.6 Encourage Analytics
3.7 Secure
3.8 Allows Upgrades
3.9 Pre-trained
3.10 Emotionally Intelligent
3.11 Integrates with CRM
3.12 Sentences Are to the Point
3.13 A Distinct Personality
3.14 Handles the Unexpected
3.15 Saves Money and Time
4 Chatbot Approaches, Tools and Architecture
4.1 Approaches
4.2 Chatbot Tools
4.3 Chatbot Architecture
5 Metrics for Evaluation of Chatbot
5.1 Chatbot Activity
5.2 Chatbot Interaction Rate
5.3 Chatbot Session Length
5.4 Chatbot Goal Completion Rate
5.5 Chatbot Retention Rate
5.6 Chatbot Non-response Rate
5.7 Questions Per Conversation
6 Comparison of Chatbots
7 Chatbots in Healthcare
7.1 Can We Trust Health in the Hands of Chatbots?
7.2 Benefits of Chatbot in Healthcare
8 Open Challenges Related to Chatbot
9 Proposed System
10 Conclusion
References
An Improved Machine Learning Algorithm for Crash Severity and Fatality Insight in VANET Network
1 Introduction
2 Related Work
3 Crash Severity and Fatality Insight
3.1 Accident Location Analysis
3.2 Accident Happened Due to Lighting Conditions
3.3 Accident Lane Analysis
3.4 Analysis on Accident Happened Due to Weather
3.5 Accident Caused by Over Speed
4 Performance Analysis and Result
5 Conclusion
References
Network Monitoring of Cyber Physical System
1 Introduction
2 Review of Literature
3 Basic Notions
3.1 Networking
3.2 Networking
4 System Modules
5 Proposed Methodology
6 Simulated Results
7 Importance of the Monitoring Tool
8 Conclusion
References
Impact of Security Attacks on Congestion in Wireless Sensor Networks
1 Introduction
2 Related Works
3 Attacks that Contribute to Congestion Occurrence
3.1 Packet Drop Method
3.2 Flooding Method
3.3 Delay Method
3.4 False Route Method
4 Experimental Results
4.1 Effect of Attacks in Different Network Scenarios
4.2 Effect of Attacks on Important Network Parameters
5 Conclusion
References
IoT Weather Forecasting Using Ridge Regression Model
1 Introduction
2 Hardware Requirements
3 Software Requirements
4 Working and Design
5 Literature Survey
6 Equations
7 Result Screenshots
8 Conclusion
9 Future Enhancement
References
Automated Cloud Monitoring Solution: Review
1 Introduction
2 Motivation to Design
3 Architecture of Monitoring System
4 Results and Performance Analysis
5 Advancement
6 Comparison of Cloud Monitoring Solutions
7 Conclusion
References
A Secured Framework Against DDoS Attack in Wireless Networks
1 Introduction
2 Related Works
3 Proposed Model
3.1 Phase I: DDoS Attack Implementation
3.2 Phase II: Attack Detection
3.3 Phase III: Attack Elimination
3.4 Phase IV: Authentication
4 Result Analysis
5 Conclusion
References
Anomaly Based Intrusion Detection System Using Rule Based Genetic Algorithm
1 Introduction
2 Literature Survey
3 Methodology of Proposed System
3.1 Ensemble Classifier
3.2 Anomaly Detection: Genetic Algorithm
4 Results and Discussions
4.1 Performance Using UNSW NB15
5 Conclusion
References
Hybrid Learning Approach for E-mail Spam Detection and Classification
1 Introduction
2 Related Works
2.1 Machine Learning Techniques
2.2 Deep Learning Techniques
3 Proposed Work
3.1 Detecting Spam E-mail Based on Text Content
3.2 Detecting Spam E-mail Based on URL
3.3 Detecting Spam E-mail Based on Message Id
3.4 Model Aggregation
4 Result Analysis
5 Conclusion
References
Smart Solid Waste Management System Using IoT Technology: Comparative Analysis, Gaps, and Challenges
1 Introduction
1.1 Paper Organization
2 Analysis of Previous Works
2.1 IoT-Enabled Smart Bin
2.2 Smart Waste Management in the Context of Smart Cities
2.3 Smart Garbage Monitoring and Route Optimizing System
2.4 Comparative Analysis and Research Gaps
3 Challenges and Issues for Smart Waste Management System
3.1 System Segregation at the Collection Level
3.2 Optimal Collection Route
3.3 Communication Technology
3.4 User-Friendly System
3.5 Lifetime Maximization of IoT Devices
4 Critical Discussion
5 Conclusion
References
HLWEA-IOT: Hybrid Lightweight Encryption Algorithm Based Secure Data Transmission in IoT-MQTT Networks
1 Introduction
2 Related Works
2.1 Problem Statement
3 Methodology
3.1 Framework of SAEMS
3.2 Hybrid Lightweight Encryption Algorithm (HLWEA)
4 Results and Discussions
5 Conclusion
References
A Practical Approach for Crop Insect Classification and Detection Using Machine Learning
1 Introduction
2 Literature Review
2.1 Noteworthy Contribution
3 Literature Summary
4 Objectives
4.1 To Review and Understand the Morphology of the Insects
4.2 To Detect and Classify the Pest Based on Shape and Size Features, Using ML Techniques
4.3 To Study Various Machine Learning and Deep Learning Algorithm for Insect Classification and Identification
4.4 To Develop the Hybrid Machine-Learning Algorithm for the Classification and Detection of Insects
5 Recent Study
6 Proposed Work
6.1 Dataset and Methods
6.2 Image Preprocessing
6.3 Features Extracted and Method of Extraction
6.4 Methodology
6.5 Filter Size for Each Layer
6.6 Classification Accuracy
6.7 Computational Time
7 Conclusion
References
Attendance Portal Using Face and Speaker Recognition
1 Introduction
2 Literature Survey
3 Methodology
3.1 Data Gathering and Preprocessing
3.2 Model Building and Training
3.3 Interface Development
4 Results
5 Conclusion
References
Blockchain-Enabled Network for 6G Wireless Communication Systems
1 Introduction
2 6G General Specification
2.1 Higher Data Rate
2.2 Massive Number of Users
2.3 Security Requirements
3 Blockchain Terminology
3.1 Consensus Protocols
3.2 Blockchain Classification
3.3 Smart Contracts
3.4 Blockchain Features
4 Blockchain Solutions for 6G
4.1 Blockchain-Enabled 6G Technology
4.2 Blockchain-Enabled 6G Use Cases
5 Challenges
5.1 Storage
5.2 Delay
5.3 Security Risks
5.4 Scalability
6 Conclusion
References
Machine Learning Based Automated Disaster Message Classification System Using Linear SVC Algorithm
1 Introduction
2 Literature Survey
3 Proposed System of Disaster Prediction
4 Method of the Proposed System
5 Results
6 Conclusion
References
Intelligent Healthcare System
1 Introduction
2 Literature Review
3 Methodology
4 Experimental Result and Discussion
5 Conclusion
6 Future Scope
References
Intelligent Predictive Maintenance for Industrial Internet of Things (IIoT) Using Machine Learning Approach
1 Introduction
2 Related Work
3 Proposed Work Methodology
3.1 Layer Wise Application Oriented IIoT Architecture
3.2 Data Acquisition Using Experimental Set Up
3.3 Data Analytics
3.4 Data Analytics Algorithm Steps
4 Results Analysis and Discussion
5 Conclusion
References

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Intelligent Cyber Physical Systems and Internet of Things

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