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Intrusion Detection Protocols in Wireless Sensor Networks Integrated to Internet of Things Deployment: Survey and Future Challenges

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Outgoing claims: the papers this work cites, builds on, or argues with.

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Sensor node tracking using semi-supervised Hidden Markov Models
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Heterogeneous fault diagnosis for wireless sensor networks
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An Integrated Intrusion Detection System for Cluster-based Wireless Sensor Networks
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Internet of Things (IoT): A vision, architectural elements, and future directions
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Taxonomy and analysis of security protocols for Internet of Things
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Design of secure key management and user authentication scheme for fog computing services
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A secure IoT cloud storage system with fine-grained access control and decryption key exposure resistance
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Model-reduced fault detection for multi-rate sensor fusion with unknown inputs
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Intelligent temporal classification and fuzzy rough set-based feature selection algorithm for intrusion detection system in WSNs
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Cryptographic technologies and protocol standards for Internet of Things
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Internet of Things: A survey on the security of IoT frameworks
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A survey of intrusion detection in Internet of Things
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Authenticated key management protocol for cloud-assisted body area sensor networks
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Analysis of quantities influencing the performance of time synchronization based on linear regression in low cost WSNs
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Privacy Preservation in WSN for Healthcare Application
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Authentication in cloud-driven IoT-based big data environment: Survey and outlook
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SPINS: Security Protocols for Sensor Networks
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uCloud: a user‐centric key management scheme for cloud data protection
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The Internet of Things for Health Care: A Comprehensive Survey
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Secure Signature-Based Authenticated Key Establishment Scheme for Future IoT Applications
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inferredcites →https://doi.org/10.1109/comst.2018.2885894openalex-snapshot
Routing Attacks and Mitigation Methods for RPL-Based Internet of Things
inferredcites →https://doi.org/10.1109/iconspace.2013.6599496openalex-snapshot
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inferredcites →https://doi.org/10.1109/iintec.2018.8695272openalex-snapshot
On The Detection of Disasters: Optical Sensors and IoT Technologies
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inferredcites →https://doi.org/10.1109/jbhi.2017.2721545openalex-snapshot
A Novel Authentication and Key Agreement Scheme for Implantable Medical Devices Deployment
inferredcites →https://doi.org/10.1109/jiot.2017.2780232openalex-snapshot
Design of Secure User Authenticated Key Management Protocol for Generic IoT Networks
inferredcites →https://doi.org/10.1109/jiot.2018.2844296openalex-snapshot
An Overview of Internet of Things (IoT) and Data Analytics in Agriculture: Benefits and Challenges
inferredcites →https://doi.org/10.1109/jiot.2019.2923611openalex-snapshot
AKM-IoV: Authenticated Key Management Protocol in Fog Computing-Based Internet of Vehicles Deployment
inferredcites →https://doi.org/10.1109/jsen.2017.2771226openalex-snapshot
Fault Detection in Wireless Sensor Networks Through SVM Classifier
inferredcites →https://doi.org/10.1109/jsen.2017.2787997openalex-snapshot
An Intrusion Detection Model for Wireless Sensor Networks With an Improved V-Detector Algorithm
inferredcites →https://doi.org/10.1109/lsp.2008.2002930openalex-snapshot
Performance Enhancement of Differential Power Analysis Attacks With Signal Companding Methods
inferredcites →https://doi.org/10.1109/mahss.2005.1542842openalex-snapshot
Efficient pairwise key establishment and management in static wireless sensor networks
inferredcites →https://doi.org/10.1109/mce.2017.2720193openalex-snapshot
Authentication Protocols for Implantable Medical Devices: Taxonomy, Analysis and Future Directions
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Random key predistribution schemes for sensor networks
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Time Synchronization in WSNs With Random Bounded Communication Delays
inferredcites →https://doi.org/10.1109/tc.2002.1004593openalex-snapshot
Examining smart-card security under the threat of power analysis attacks
inferredcites →https://doi.org/10.1109/tcc.2013.11openalex-snapshot
Hybrid Attribute- and Re-Encryption-Based Key Management for Secure and Scalable Mobile Applications in Clouds
inferredcites →https://doi.org/10.1109/tdsc.2013.45openalex-snapshot
Evaluation of Web Security Mechanisms Using Vulnerability & Attack Injection
inferredcites →https://doi.org/10.1109/tdsc.2017.2665620openalex-snapshot
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inferredcites →https://doi.org/10.1109/tdsc.2017.2764083openalex-snapshot
Secure Remote User Authenticated Key Establishment Protocol for Smart Home Environment
inferredcites →https://doi.org/10.1109/tetc.2016.2633228openalex-snapshot
A Two-Layer Dimension Reduction and Two-Tier Classification Model for Anomaly-Based Intrusion Detection in IoT Backbone Networks
inferredcites →https://doi.org/10.1109/tifs.2013.2296441openalex-snapshot
Design and Performance Analysis of a Virtual Ring Architecture for Smart Grid Privacy
inferredcites →https://doi.org/10.1109/tifs.2015.2400425openalex-snapshot
Enabling Cloud Storage Auditing With Key-Exposure Resistance
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Privacy Preserving Smart Meter Streaming Against Information Leakage of Appliance Status
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Secure Three-Factor User Authentication Scheme for Renewable-Energy-Based Smart Grid Environment
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On the security of public key protocols
inferredcites →https://doi.org/10.1109/tmc.2008.19openalex-snapshot
Intrusion Detection in Homogeneous and Heterogeneous Wireless Sensor Networks
inferredcites →https://doi.org/10.1109/tpds.2012.105openalex-snapshot
Gaussian versus Uniform Distribution for Intrusion Detection in Wireless Sensor Networks
inferredcites →https://doi.org/10.1109/tpds.2013.284openalex-snapshot
Secure Deduplication with Efficient and Reliable Convergent Key Management
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SEPTIC: Detecting Injection Attacks and Vulnerabilities Inside the DBMS
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Robust Malware Detection for Internet of (Battlefield) Things Devices Using Deep Eigenspace Learning
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Establishing pairwise keys in distributed sensor networks
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A pairwise key predistribution scheme for wireless sensor networks
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Group-based key pre-distribution in wireless sensor networks
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LEAP+
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Intelligent Intrusion Detection in Low-Power IoTs
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HADES-IoT
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E-Spion
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A key-management scheme for distributed sensor networks
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A key-management scheme for distributed sensor networks
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A pairwise key pre-distribution scheme for wireless sensor networks
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Establishing pairwise keys in distributed sensor networks
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LEAP
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Recent Advancements in Intrusion Detection Systems for the Internet of Things
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Intrusion detection systems for IoT-based smart environments: a survey
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A Survey of Intrusion Detection Systems in Wireless Sensor Networks
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A survey of Intrusion Detection Systems for Wireless Sensor Networks
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Anomaly intrusion detection in wireless sensor networks
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Target Localization in Wireless Sensor Networks Using Online Semi-Supervised Support Vector Regression
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An Innovative Method for Preserving Privacy in Internet of Things
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A Survey of Wireless Sensor Network Architectures
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Anomaly intrusion detection in wireless sensor networks
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ECPKS: An Improved Location-Aware Key Management Scheme in Static Sensor Networks

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Blockchain for securing aerial communications: Potentials, solutions, and research directions
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A Blockchain-based Intrusion Detection/Prevention Systems in IoT Network: A Systematic Review
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Identity Authentication System Network for Internet of Things and Blockchain-enabled Trading Platforms in Renewable Energy Generating Units
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An energy efficient authentication scheme for cluster-based wireless IoT sensor networks
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A novel metaheuristics with deep learning enabled intrusion detection system for secured smart environment
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SELAM: selective ECC-based lightweight authentication for the internet of medical things
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Effective modelling of sinkhole detection algorithm for edge‐based Internet of Things (IoT) sensing devices
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Optimizing Intrusion Detection in Wireless Sensor Networks via the Improved Chameleon Swarm Algorithm for Feature Selection
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The Evolution of Wireless Sensor Networks through Smart Radios for Energy Efficiency
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Smart parking model using IoT and cloud computing
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Cloud-powered smart healthcare system: A paradigm shift in patient care
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The bridging the gap between technology and social welfare: An IoT cloud-based model for developing countries
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Design and development of a virtual doctor robot for remote patient care
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Design of advanced intrusion detection systems based on hybrid machine learning techniques in hierarchically wireless sensor networks
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The Industry 5.0 (I50) paradigm, blockchain-based applications and the smart city
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A Tutorial and Future Research for Building a Blockchain-Based Secure Communication Scheme for Internet of Intelligent Things
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Security in 5G-Enabled Internet of Things Communication: Issues, Challenges, and Future Research Roadmap
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Secure Healthcare Data Aggregation and Transmission in IoT—A Survey
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Intercept the Cloud Network From Brute Force and DDoS Attacks via Intrusion Detection and Prevention System
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Low-Cost Sensor-Based and LoRaWAN Opportunities for Landslide Monitoring Systems on IoT Platform: A Review
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Healthcare 5.0 Security Framework: Applications, Issues and Future Research Directions
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Enhancing Intrusion Detection in IoT Communications Through ML Model Generalization With a New Dataset (IDSAI)
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Evaluation of the Performance of Unsupervised Learning Algorithms for Intrusion Detection in Unbalanced Data Environments
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PNet-IDS: A Lightweight and Generalizable Convolutional Neural Network for Intrusion Detection in Internet of Things
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Securing WSN-IOT with Firefly Algorithm and Machine Learning for Intrusion Detection System
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Fuzzy Logic-SVM Integration for Energy-Efficient Intrusion Detection in Wireless Sensor Networks
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Design of Secure Communication Methodologies for WSN Assisted IoT Applications
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A Comparative Analysis of Supervised Machine Learning Models for Smart Intrusion Detection in IoT Network
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Load Balancing in Cloud Computing: A Simulation-Based Evaluation
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Nature-Inspired Load Balancing Algorithms for Resource Allocation in Cloud Computing
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Capacity Enhancement for Cellular System using 5G Technology, mmWave and Higher order Sectorization
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Enhance the Intrusion Detection performance of WSN using RLA
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Intrusion Detection in Wireless Sensor Networks using Optics Algorithm
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Cybersecurity Analysis for Monitoring of Hybrid Blockchain-based Eco-friendly Power Generating Units
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Analysing Security Threats And Elevating Healthcare Privacy For A Resilient Future
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Deep Learning based IoT-Network Intrusion Detection and Classification Systems: A Survey
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Review Literature Performance: Quality of Service from Internet of Things for Transportation System
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Blockchain and IoT-Enabled Monitoring System Network for Distributed Hybrid Green Energy Using Federated Learning
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Survey on Securing Internet of Things through Block chain Technology
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Intrusion Detection and Prevention in Industrial IoT: A Technological Survey
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Energy Efficient Routing Technique in Wireless Sensor Network using Hybrid Approach
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Mining Algorithm for Eliminating Redundant Data in WSN
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A Boosting-Based Machine Learning Approach for Intrusion Detection in Vehicle Address Verification Systems
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Design of a Blockchain based WMSN Model for Secure and Effective Health Monitoring System Deployment
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Secure Intrusion Detection System for Hierarchically Distributed Wireless Sensor Networks
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Deep Learning-Powered Edge Analytics for IoT-based Sensor Networks
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Exploring IPS and IDS Approaches for Strengthening Security in Wireless Sensor Networks
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An analysis of Intrusion detection systems in IIoT
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An Optimized, Sophisticated Technological Approach for Savvy Car Parking Framework for Smart Car Parking System Futuristic Metropolis
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Detection of Intrusions using Support Vector Machines and Deep Neural Networks
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A Review on Security Trends and Solutions Against Cyber Threats in Industry 4.0
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Intrusion Detection Systems for Industrial Internet of Things: A Survey
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An Intrusion Detection System for MANET to Detect Gray Hole Attack using Fuzzy Logic System
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Packet Forensic Analysis in Intrusion Detection Systems
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Design and Develop A Delay Sensitive Smart Health Framework Using Nature Inspired Load Balancer
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A Comprehensive Study of Intrusion Detection within Internet of Things-based Smart Cities: Synthesis, Analysis and a Novel Approach
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A Robot–Sensor Network Security Architecture for Monitoring Applications
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An Energy-Efficient Multilevel Secure Routing Protocol in IoT Networks
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Post-Quantum Lattice-Based Secure Reconciliation Enabled Key Agreement Protocol for IoT
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A Survey of IoT Privacy Security: Architecture, Technology, Challenges, and Trends
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Artificial Intelligence-Based Sensors for Next Generation IoT Applications: A Review
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Self-Powered Sensors: Applications, Challenges, and Solutions
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An Energy-Aware Cluster Head Selection and Relay Strategy for Efficient Data Transmission in Smart City WSNs
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BPSO-AHDL-IDS: Binary Particle Swarm Optimization-Based Automated Hybrid Deep Learning Model for Intrusion Detection of Internet of Things
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Leveraging Consumer Technology for Healthcare Systems Using Blockchain Based Bio-Sensor Devices
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A Systematic Survey: Security Threats to UAV-Aided IoT Applications, Taxonomy, Current Challenges and Requirements With Future Research Directions
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Exploring the Potential of Deep Learning and Blockchain for Intrusion Detection Systems: A Comprehensive Review
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Internet of Things Security Early Warning Model Based on Deep Learning in Edge Computing Environment
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Hybrid Model-Based Intrusion Detection in Wireless Sensor Network on the Basis of Risk and Link Quality
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Multiclass cyber-attack classification approach based on the Krill Herd Optimized Deep Neural Network (KH-DNN) model for WSN
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Nature-Inspired Load Balancing Approach in Cloud Computing Environment for Smart Healthcare
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A Comprehensive Survey and Taxonomy of Cybersecurity Challenges and Proactive Measures for IoD
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Comparative Analysis of Machine Learning Models for Benign and Malicious Traffic Classification in IoT Healthcare Devices
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An Exhaustive Research on the Application of Intrusion Detection Technology in Computer Network Security in Sensor Networks
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Internet of Things (IoT) Technology for the Development of Intelligent Decision Support Education Platform
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Clustered Wireless Sensor Network Assisted the Design of Intelligent Art System
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Deep Insight into IoT‐Enabled Agriculture and Network Protocols
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Construction of Moral Education Evaluation Model Based on Quality Cultivation of College Students
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Multiobjective Optimization Strategy of WSN Coverage Based on IPSO-IRCD
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Multi level trust calculation with improved ant colony optimization for improving quality of service in wireless sensor network
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An Intrusion Detection System against RPL-based Routing Attacks for IoT Networks
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A condition-based distributed approach for secured privacy preservation of nodes in wireless sensor networks IoT
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The Li-Fi access network supported by WDM of FSO communications using modified duobinary signaling
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Sensor Network Solutions for Aircraft Route Scheduling and Parking Allocation with Localization and Synchronization
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Moth Search Optimizer with Deep Learning Enabled Intrusion Detection System in Wireless Sensor Networks
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Security and Threats of RFID and WSNs: Comparative Study
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Seagull Optimization-based Feature Selection with Optimal Extreme Learning Machine for Intrusion Detection in Fog Assisted WSN
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A Comprehensive Integrated Security Model with Advanced Access Control for Enhancing WSN Computing in IoT Frameworks
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A Self-Adaptive and Self-Learning Methodology for Wireless Intrusion Detection using Deep Neural Network
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Multi-Level Cryptography and Steganography Frameworks for Secure Wireless Communication Systems: A Comprehensive Review
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An Efficient Machine Learning and Deep Belief Network Models for Wireless Intrusion Detection System
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Implementation of Delay-Sensitive Smart Healthcare Framework in Cloud and Fog Environment
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Load Balancing Strategies for Cloud Computing: A Simulation-Based Study
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Multi-Strategic Trust Evaluation for Intrusion Detection in Wireless Sensor Networks
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Secure Data Aggregation Using Ranking Strategy and Intelligence Similarity Function (SDARIS) for Wireless Sensor Networks
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ChronosGuard: A Hierarchical Machine Learning Intrusion Detection System for Modern Clouds
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An Improved Genetic Algorithm for Bi-Level Multi-Objective Q-Coverage in Directional Sensor Networks
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Research on the application of improved V-detector algorithm in network intrusion detection
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Dynamic Trust-based Access Control with Hybrid Encryption for Secure IoT Applications
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WIRELESS SENSING AND COMMUNICATION DESIGN FOR THE INTERNET OF THINGS: AN ANALYSIS
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A deep learning- based frechet and dirichlet model for intrusion detection in IWSN
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Intrusion Detection Systems in Internet of Things and Mobile Ad-Hoc Networks
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Feature Selection Model using Naive Bayes ML Algorithm for WSN Intrusion Detection System
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Intelligent Trust-Based Utility and Reusability Model: Enhanced Security Using Unmanned Aerial Vehicles on Sensor Nodes
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Magic of 5G Technology and Optimization Methods Applied to Biomedical Devices: A Survey
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Innovation Trajectories for a Society 5.0
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Efficient and Secured Mechanisms for Data Link in IoT WSNs: A Literature Review
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Securing Wireless Sensor Networks Using Machine Learning and Blockchain: A Review
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A Review of the Contribution of Mechanomutable Asphalt Materials Towards Addressing the Upcoming Challenges of Asphalt Pavements
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Three-Dimensional Iterative Enhancement for Coverage Hole Recovery in Underwater Wireless Sensor Networks
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S6AE: Securing 6LoWPAN Using Authenticated Encryption Scheme
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A Framework for Malicious Traffic Detection in IoT Healthcare Environment
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Applications of Wireless Sensor Networks and Internet of Things Frameworks in the Industry Revolution 4.0: A Systematic Literature Review
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Multiple Concurrent Slotframe Scheduling for Wireless Power Transfer-Enabled Wireless Sensor Networks
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Generative Adversarial Network (GAN)-Based Autonomous Penetration Testing for Web Applications
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Development and Validation of a Cyber-Physical System Leveraging EFDPN for Enhanced WSN-IoT Network Security
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Multipurpose Modular Wireless Sensor for Remote Monitoring and IoT Applications
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The Intersection of Machine Learning and Wireless Sensor Network Security for Cyber-Attack Detection: A Detailed Analysis
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Review on IoT Based Smart Traffic Management System.
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An overview of security issues in Internet of Things based smart environments
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Leveraging AI and Blockchain for Privacy Preservation and Security in Fog Computing
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Leveraging Deep Learning for Intrusion Detection in Industrial IoT Landscapes
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An Intelligent Multi-Head Attention-Driven Temporal Convolutional Architecture for Intrusion Detection in Wireless Sensor Networks
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Dynamic Arithmetic Optimization Algorithm with Deep Learning-based Intrusion Detection System in Wireless Sensor Networks
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A Comparative Analysis of Machine Learning Algorithms for Intrusion Detection in Edge-Enabled IoT Networks
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NETWORK ATTACKS RELATED TO SMART HEALTHCARE AND THEIR IMPACT EVALUATION
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A Privacy-Enhanced Scheme Within The Public Key Infrastructure For The Internet Of Things, Employing Elliptic Curve Diffie-Hellman (ECDH)
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New records, and nomenclatural and biological notes on Reduviidae (Hemiptera: Heteroptera) from Bolivia and Brazil
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An Intelligent Prairie Dog Optimization (IPDO) and Deep Auto-Neural Network (DANN) based IDS for WSN Security
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Edge computing research: a bibliometric analysis and JEC Volume 3 Issue 2 (2024) highlights
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Challenges of WSNs in IoT
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𝑃c𝜀𝜅max-Means++: Adapt-𝑃 Driven by Energy and Distance Quality Probabilities Based on 𝜅-Means++ for the Stable Election Protocol (SEP)
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Security intrusion monitoring model for Internet of Things (IoT) using sniffing tools on wireless sensor networks
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Peer Review #1 of "A survey of Sybil attack countermeasures in IoT-based wireless sensor networks (v0.1)"
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Peer Review #2 of "A survey of Sybil attack countermeasures in IoT-based wireless sensor networks (v0.1)"
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Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.