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Decision tree classifier for network intrusion detection with GA-based feature selection

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What this work says

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

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Adaptive, Model-Based Monitoring for Cyber Attack Detection

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Genetic Algorithm Optimized Feature Transformation — A Comparison with Different Classifiers

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An Intelligent Decision Support System for Intrusion Detection and Response

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The Wrapper Approach

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Using Decision Trees to Improve Signature-Based Intrusion Detection

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Automatic Parameter Selection by Minimizing Estimated Error

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Feature extraction, construction and selection: A data mining perspective

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An application of machine learning to network intrusion detection

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Proceedings 2001 Symposium on Applications and the Internet

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Identifying important features for intrusion detection using support vector machines and neural networks

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Detecting New Forms of Network Intrusion Using Genetic Programming

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On genetic algorithms

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Winning the KDD99 classification cup

inferredcites →https://doi.org/10.1145/846183.846201openalex-snapshot

KDD-99 classifier learning contest LLSoft's results overview

inferredcites →https://doi.org/10.1145/846183.846202openalex-snapshot

The MP13 approach to the KDD'99 classifier learning contest

inferredcites →https://doi.org/10.1145/967900.967989openalex-snapshot

Naive Bayes vs decision trees in intrusion detection systems

inferredcites →https://doi.org/10.2307/2669967openalex-snapshot

Feature Extraction Construction and Selection: A Data Mining Perspective

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Adaptation in Natural and Artificial Systems

inferredcites →https://doi.org/10.9746/sicetr1965.35.415openalex-snapshot

Feature Extraction Using Genetic Algorithms

What points at this work

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

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ML based Parkinson’s Disease Identification using Gait Parameters

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Machine Learning Approach for Cybersecurity Implementation

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An improved Hidden Markov Model for anomaly detection using frequent common patterns

inferred← citeshttps://doi.org/10.1109/icccnt.2018.8494130openalex-snapshot

Protocol Specific Multi-Threaded Network Intrusion Detection System (PM-NIDS) for DoS/DDoS Attack Detection in Cloud

inferred← citeshttps://doi.org/10.1109/iccp.2016.7737135openalex-snapshot

Tuning model parameters through a Genetic Algorithm approach

inferred← citeshttps://doi.org/10.1109/iccrd.2011.5763857openalex-snapshot

Based on GA algorithm direction γ-phase-shaped craft-oriented finite element analysis

inferred← citeshttps://doi.org/10.1109/iccrd.2011.5763858openalex-snapshot

Based on wavelet adaptive finite element analysis

inferred← citeshttps://doi.org/10.1109/iccsai59793.2023.10421072openalex-snapshot

Enhancing Pedestrian Traffic Analysis with Fuzzy Clustering and WEKA Data Mining Techniques

inferred← citeshttps://doi.org/10.1109/iccse.2012.6295306openalex-snapshot

A graph-based clustering algorithm for anomaly intrusion detection

inferred← citeshttps://doi.org/10.1109/iccsnt47585.2019.8962430openalex-snapshot

The Metering Automation System based Intrusion Detection Using Random Forest Classifier with SMOTE+ENN

inferred← citeshttps://doi.org/10.1109/iccubea47591.2019.9129348openalex-snapshot

Type-II Diabetes detection using Decision-tree based Ensemble of Classifiers

inferred← citeshttps://doi.org/10.1109/icdm.2009.46openalex-snapshot

CoCoST: A Computational Cost Efficient Classifier

inferred← citeshttps://doi.org/10.1109/icdmw.2012.56openalex-snapshot

Genetic Algorithm Based Feature Selection Algorithm for Effective Intrusion Detection in Cloud Networks

inferred← citeshttps://doi.org/10.1109/icears64219.2025.10940401openalex-snapshot

Enhancing Cloud Security with Machine Learning: Tackling Data Breaches and Insider Threats

inferred← citeshttps://doi.org/10.1109/icicisys.2009.5357835openalex-snapshot

Simulation of microstructure defects creep on nickel-based superalloys by Genetic Algorithm

inferred← citeshttps://doi.org/10.1109/icissec.2016.7885853openalex-snapshot

Feasibility of Supervised Machine Learning for Cloud Security

inferred← citeshttps://doi.org/10.1109/icitst.2014.7038840openalex-snapshot

Empirical study of automatic dataset labelling

inferred← citeshttps://doi.org/10.1109/icoac48765.2019.246846openalex-snapshot

Optimal Feature Selection for Intrusion Detection in Medical Cyber-Physical Systems

inferred← citeshttps://doi.org/10.1109/icoin48656.2020.9016599openalex-snapshot

A Gated Few-shot Learning Model For Anomaly Detection

inferred← citeshttps://doi.org/10.1109/icoris60118.2023.10352260openalex-snapshot

Accuracy of Comparison Random Forest, Gradient Boosting Tree, Decision Tree, and Naïve Bayes Algorithms in Predicting the Size of Companies Where Data Scientist Works

inferred← citeshttps://doi.org/10.1109/icscss60660.2024.10625631openalex-snapshot

Predictive Modeling for Network Anomaly Detection Using Machine Learning

inferred← citeshttps://doi.org/10.1109/ictcs.2019.8923067openalex-snapshot

Optimized Multi - Layer Hierarchical Network Intrusion Detection System with Genetic Algorithms

inferred← citeshttps://doi.org/10.1109/ictel.2010.5478852openalex-snapshot

Identifying important characteristics in the KDD99 intrusion detection dataset by feature selection using a hybrid approach

inferred← citeshttps://doi.org/10.1109/ictta.2008.4530270openalex-snapshot

Selecting the Best Set of Features for Efficient Intrusion Detection in 802.11 Networks

inferred← citeshttps://doi.org/10.1109/iiki65561.2024.00033openalex-snapshot

Binary Logistic Regression based Intrusion Detection System for CAN bus Security

inferred← citeshttps://doi.org/10.1109/ijcnn.2009.5178592openalex-snapshot

Neural Network based Intrusion Detection System for critical infrastructures

inferred← citeshttps://doi.org/10.1109/ijcnn.2018.8488987openalex-snapshot

Character-Level Intrusion Detection Based On Convolutional Neural Networks

inferred← citeshttps://doi.org/10.1109/indicon.2015.7443533openalex-snapshot

Intrusion Detection Systems using Linear Discriminant Analysis and Logistic Regression

inferred← citeshttps://doi.org/10.1109/is48319.2020.9199934openalex-snapshot

Comparative Study of Classifiers on Human Activity Recognition by Different Feature Engineering Techniques

inferred← citeshttps://doi.org/10.1109/iscc.2018.8538524openalex-snapshot

Enabling Anomaly-based Intrusion Detection Through Model Generalization

inferred← citeshttps://doi.org/10.1109/iscmi56532.2022.10068437openalex-snapshot

A Novel Framework for Secure Cloud Computing Based IDS Using Machine Learning Techniques

inferred← citeshttps://doi.org/10.1109/iscon57294.2023.10112078openalex-snapshot

Supervised Machine Learning for Cloud Security

inferred← citeshttps://doi.org/10.1109/isrcs.2011.6016083openalex-snapshot

Towards resilient critical infrastructures: Application of Type-2 Fuzzy Logic in embedded network security cyber sensor

inferred← citeshttps://doi.org/10.1109/isrcs.2012.6309292openalex-snapshot

Improving cyber-security of smart grid systems via anomaly detection and linguistic domain knowledge

inferred← citeshttps://doi.org/10.1109/itis59651.2023.10420319openalex-snapshot

Optimization of Binary Classification Based on Receiver Operating Characteristic Area Under the Curve for Supervised Machine Learning

inferred← citeshttps://doi.org/10.1109/macs48846.2019.9024829openalex-snapshot

A mathematical Model for Selecting Features of Flooding Attacks Detection Methods based on Stability Criterion

inferred← citeshttps://doi.org/10.1109/milcom.2014.17openalex-snapshot

Automatic Dataset Labelling and Feature Selection for Intrusion Detection Systems

inferred← citeshttps://doi.org/10.1109/nas.2013.49openalex-snapshot

An Effective Feature Selection Approach for Network Intrusion Detection

inferred← citeshttps://doi.org/10.1109/noms.2014.6838310openalex-snapshot

Understanding botclouds from a system perspective: A principal component analysis

inferred← citeshttps://doi.org/10.1109/pcems58491.2023.10136046openalex-snapshot

Eigenvalues of Hankel Matrix based Epilepsy Detection using EEG Signals

inferred← citeshttps://doi.org/10.1109/pervasive.2015.7087051openalex-snapshot

Use of rule base data mining algorithm for intrusion detection

inferred← citeshttps://doi.org/10.1109/rait.2016.7507909openalex-snapshot

Multi-objective Genetic Algorithm setup for feature subset selection in clustering

inferred← citeshttps://doi.org/10.1109/rivf48685.2020.9140751openalex-snapshot

Active Learning for Intrusion Detection Systems

inferred← citeshttps://doi.org/10.1109/sectech.2008.26openalex-snapshot

Research on the Application of CRFs Based on Feature Sets in Network Intrusion Detection

inferred← citeshttps://doi.org/10.1109/smartcloud55982.2022.00010openalex-snapshot

Detecting and Classifying Incoming Traffic in a Secure Cloud Computing Environment Using Machine Learning and Deep Learning System

inferred← citeshttps://doi.org/10.1109/swc57546.2023.10449077openalex-snapshot

Optimizing Diabetes Predictive Modeling with Automated Decision Trees

inferred← citeshttps://doi.org/10.1109/tce.2023.3324081openalex-snapshot

Improved Transformer-Based Privacy-Preserving Architecture for Intrusion Detection in Secure V2X Communications

inferred← citeshttps://doi.org/10.1109/tencon.2008.4766847openalex-snapshot

Network intrusion detection using feature selection and Decision tree classifier

inferred← citeshttps://doi.org/10.1109/tevc.2022.3144419openalex-snapshot

Memristor Parallel Computing for a Matrix-Friendly Genetic Algorithm

inferred← citeshttps://doi.org/10.1109/tkde.2018.2882404openalex-snapshot

Anomaly Detection Using Local Kernel Density Estimation and Context-Based Regression

inferred← citeshttps://doi.org/10.1109/tpds.2009.142openalex-snapshot

Impact of Feature Reduction on the Efficiency of Wireless Intrusion Detection Systems

inferred← citeshttps://doi.org/10.1109/trustcom/bigdatase/icess.2017.340openalex-snapshot

An Intrusion Detection System Based on Polynomial Feature Correlation Analysis

inferred← citeshttps://doi.org/10.1109/tsp.2015.7296215openalex-snapshot

A feature selection approach implemented with the Binary Bat Algorithm applied for intrusion detection

inferred← citeshttps://doi.org/10.1109/wcnc.2019.8885566openalex-snapshot

A Combined Decision for Secure Cloud Computing Based on Machine Learning and Past Information

inferred← citeshttps://doi.org/10.1111/exsy.13546openalex-snapshot

Improved minority attack detection in Intrusion Detection System using efficient feature selection algorithms

inferred← citeshttps://doi.org/10.1117/12.2584499openalex-snapshot

Design of intrusion detection systems on the internet of things infrastructure using machine learning algorithms

inferred← citeshttps://doi.org/10.1145/1569901.1570111openalex-snapshot

Evolvable malware

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