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Performance Investigation of Principal Component Analysis for Intrusion Detection System Using Different Support Vector Machine Kernels

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What this work says

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

inferredcites →https://doi.org/10.1002/ett.4150openalex-snapshot
Network intrusion detection system: A systematic study of machine learning and deep learning approaches
inferredcites →https://doi.org/10.1007/978-3-030-74575-2_6openalex-snapshot
Classification of Cyber Security Threats on Mobile Devices and Applications
inferredcites →https://doi.org/10.1007/978-3-319-91192-2_5openalex-snapshot
DDoS Reflection Attack Based on IoT: A Case Study
inferredcites →https://doi.org/10.1007/978-981-16-4258-6_163openalex-snapshot
Computer Network Security Protection Strategy Based on Big Data
inferredcites →https://doi.org/10.1016/b978-0-12-815739-8.00006-7openalex-snapshot
Support vector machine
inferredcites →https://doi.org/10.1016/b978-0-12-815739-8.00012-2openalex-snapshot
Principal component analysis
inferredcites →https://doi.org/10.1016/b978-0-323-91166-5.00012-4openalex-snapshot
Smart remote sensing network for early warning of disaster risks
inferredcites →https://doi.org/10.1016/j.dss.2018.01.001openalex-snapshot
Detection of online phishing email using dynamic evolving neural network based on reinforcement learning
inferredcites →https://doi.org/10.1016/j.jnca.2021.102983openalex-snapshot
A comprehensive survey and taxonomy of the SVM-based intrusion detection systems
inferredcites →https://doi.org/10.1109/access.2018.2883142openalex-snapshot
Building a Cloud IDS Using an Efficient Feature Selection Method and SVM
inferredcites →https://doi.org/10.1109/cesys.2016.7889868openalex-snapshot
Combined analysis of support vector machine and principle component analysis for IDS
inferredcites →https://doi.org/10.1109/ic3i.2014.7019692openalex-snapshot
Intrusion detection model using fusion of PCA and optimized SVM
inferredcites →https://doi.org/10.1109/icca51439.2020.9264568openalex-snapshot
Intrusion Detection Using Principal Component Analysis and Support Vector Machines
inferredcites →https://doi.org/10.1109/icit52682.2021.9491770openalex-snapshot
Machine Learning Classifiers for Network Intrusion Detection System: Comparative Study
inferredcites →https://doi.org/10.1109/icnsc.2019.8743245openalex-snapshot
A Brief Survey on Nature-Inspired Metaheuristics for Feature Selection in Classification in this Decade
inferredcites →https://doi.org/10.1109/milcis.2015.7348942openalex-snapshot
UNSW-NB15: a comprehensive data set for network intrusion detection systems (UNSW-NB15 network data set)
inferredcites →https://doi.org/10.1109/rteict.2016.7808050openalex-snapshot
Principle component analysis based intrusion detection system using support vector machine
inferredcites →https://doi.org/10.1145/3344382openalex-snapshot
A Survey of Intrusion Detection Systems Leveraging Host Data
inferredcites →https://doi.org/10.14569/ijacsa.2019.0100824openalex-snapshot
An Efficient Design of RPL Objective Function for Routing in Internet of Things using Fuzzy Logic
inferredcites →https://doi.org/10.14569/ijacsa.2020.0110480openalex-snapshot
Improved Security Particle Swarm Optimization (PSO) Algorithm to Detect Radio Jamming Attacks in Mobile Networks
inferredcites →https://doi.org/10.20532/cit.2016.1002701openalex-snapshot
Improving Accuracy of Intrusion Detection Model Using PCA and optimized SVM
inferredcites →https://doi.org/10.30534/ijatcse/2020/215932020openalex-snapshot
Application Layer Denial of Services Attack Detection Based on StackNet
inferredcites →https://doi.org/10.32604/cmc.2021.016113openalex-snapshot
A Hybrid Model Using Bio-Inspired Metaheuristic Algorithms for Network Intrusion Detection System
inferredcites →https://doi.org/10.32604/cmc.2022.027475openalex-snapshot
Bio-inspired Hybrid Feature Selection Model for Intrusion Detection
inferredcites →https://doi.org/10.3390/app11041847openalex-snapshot
Mitigation against DDoS Attacks on an IoT-Based Production Line Using Machine Learning
inferredcites →https://doi.org/10.3390/electronics10040381openalex-snapshot
The Vulnerability of the Production Line Using Industrial IoT Systems under DDoS Attack
inferredcites →https://doi.org/10.3390/electronics9020219openalex-snapshot
A Novel PCA-Firefly Based XGBoost Classification Model for Intrusion Detection in Networks Using GPU
inferredcites →https://doi.org/10.3390/s20082311openalex-snapshot
An Anonymous Channel Categorization Scheme of Edge Nodes to Detect Jamming Attacks in Wireless Sensor Networks
inferredcites →https://doi.org/10.3390/s22041448openalex-snapshot
A Novel Hybrid Trustworthy Decentralized Authentication and Data Preservation Model for Digital Healthcare IoT Based CPS
inferredcites →https://doi.org/10.3390/su141912417openalex-snapshot
Elastic Hop Count Trickle Timer Algorithm in Internet of Things
inferredcites →https://doi.org/10.3390/sym12061046openalex-snapshot
A Feature Selection Model for Network Intrusion Detection System Based on PSO, GWO, FFA and GA Algorithms
inferredcites →https://doi.org/10.3906/elk-1907-84openalex-snapshot
Comparative analysis of classification techniques for network fault management
inferredcites →https://doi.org/10.4236/jsip.2013.43b031openalex-snapshot
An Overview of Principal Component Analysis

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Weighted Silhouette Ranking of PCA Projections in Intrusion Detection
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