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Toward Modeling Lightweight Intrusion Detection System Through Correlation-Based Hybrid Feature Selection

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What this work says

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

inferredcites →https://doi.org/10.1007/11427469_67openalex-snapshot
Fusions of GA and SVM for Anomaly Detection in Intrusion Detection System
inferredcites →https://doi.org/10.1007/3-540-45571-x_12openalex-snapshot
Consistency Based Feature Selection
inferredcites →https://doi.org/10.1007/3-540-45665-1openalex-snapshot
Pattern recognition with support vector machines : First International Workshop, SVM 2002, Niagara Falls, Canada, August 10, 2002 : proceedings
inferredcites →https://doi.org/10.1007/3-540-45665-1_15openalex-snapshot
Anomaly Detection Enhanced Classification in Computer Intrusion Detection
inferredcites →https://doi.org/10.1007/978-1-4757-2440-0openalex-snapshot
The Nature of Statistical Learning Theory
inferredcites →https://doi.org/10.1007/978-3-540-45235-5_73openalex-snapshot
Network-Based Intrusion Detection with Support Vector Machines
inferredcites →https://doi.org/10.1007/978-3-662-02830-8openalex-snapshot
Genetic Algorithms + Data Structures = Evolution Programs
inferredcites →https://doi.org/10.1007/978-3-662-03315-9openalex-snapshot
Genetic Algorithms + Data Structures = Evolution Programs
inferredcites →https://doi.org/10.1007/b136478openalex-snapshot
Advances in Neural Networks – ISNN 2005
inferredcites →https://doi.org/10.1007/bf02823145openalex-snapshot
An introduction to genetic algorithms
inferredcites →https://doi.org/10.1016/0004-3702(94)90084-1openalex-snapshot
Learning Boolean concepts in the presence of many irrelevant features
inferredcites →https://doi.org/10.1016/s0925-2312(02)00601-xopenalex-snapshot
Evaluation of simple performance measures for tuning SVM hyperparameters
inferredcites →https://doi.org/10.1017/s0140525x0002063xopenalex-snapshot
On artificial intelligence
inferredcites →https://doi.org/10.1023/a:1012450327387openalex-snapshot
Choosing Multiple Parameters for Support Vector Machines
inferredcites →https://doi.org/10.1023/a:1022687019898openalex-snapshot
Editorial: On Machine Learning
inferredcites →https://doi.org/10.1109/45.31596openalex-snapshot
Artificial intelligence
inferredcites →https://doi.org/10.1109/hicss.2003.1174909openalex-snapshot
Applications of hidden Markov models to detecting multi-stage network attacks
inferredcites →https://doi.org/10.1109/saint.2003.1183050openalex-snapshot
Identifying important features for intrusion detection using support vector machines and neural networks
inferredcites →https://doi.org/10.1109/tkde.2005.41openalex-snapshot
[Front cover]
inferredcites →https://doi.org/10.1109/tkde.2005.66openalex-snapshot
Toward integrating feature selection algorithms for classification and clustering
inferredcites →https://doi.org/10.3233/ida-2004-8406openalex-snapshot
Why machine learning algorithms fail in misuse detection on KDD intrusion detection data set
inferredcites →https://doi.org/10.7551/mitpress/1090.001.0001openalex-snapshot
Adaptation in Natural and Artificial Systems
inferredcites →https://doi.org/10.7551/mitpress/3927.001.0001openalex-snapshot
An Introduction to Genetic Algorithms

What points at this work

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

inferred← citeshttps://doi.org/10.1002/sec.419openalex-snapshot
Quantitative intrusion intensity assessment for intrusion detection systems
inferred← citeshttps://doi.org/10.1007/11760191_33openalex-snapshot
Building Lightweight Intrusion Detection System Based on Random Forest
inferred← citeshttps://doi.org/10.1007/11925231_60openalex-snapshot
Toward Lightweight Detection and Visualization for Denial of Service Attacks
inferred← citeshttps://doi.org/10.1007/11937807_13openalex-snapshot
Survey and Taxonomy of Feature Selection Algorithms in Intrusion Detection System
inferred← citeshttps://doi.org/10.1007/11942634_100openalex-snapshot
Toward Lightweight Intrusion Detection System Through Simultaneous Intrinsic Model Identification
inferred← citeshttps://doi.org/10.1007/978-3-319-03692-2_16openalex-snapshot
A Hybrid-Based Feature Selection Approach for IDS
inferred← citeshttps://doi.org/10.1007/978-3-540-88140-7_8openalex-snapshot
Research on the Detection of Distributed Denial of Service Attacks Based on the Characteristics of IP Flow
inferred← citeshttps://doi.org/10.1007/978-3-642-10238-7_20openalex-snapshot
A Synthetic Reverse Model Based on AIS and the Application
inferred← citeshttps://doi.org/10.1007/978-981-19-2600-6_15openalex-snapshot
Augmented Feature Generation Using Maximum Mutual Information Minimum Correlation
inferred← citeshttps://doi.org/10.1007/s42979-023-01849-3openalex-snapshot
Study of Network IDS in IoT devices
inferred← citeshttps://doi.org/10.1016/j.artmed.2008.04.004openalex-snapshot
Medical data mining by fuzzy modeling with selected features
inferred← citeshttps://doi.org/10.1016/j.comcom.2011.01.012openalex-snapshot
Distributed denial of service attack detection using an ensemble of neural classifier
inferred← citeshttps://doi.org/10.1016/j.comcom.2012.09.010openalex-snapshot
Detection of distributed denial of service attacks using an ensemble of adaptive and hybrid neuro-fuzzy systems
inferred← citeshttps://doi.org/10.1016/j.cose.2009.01.001openalex-snapshot
Building lightweight intrusion detection system using wrapper-based feature selection mechanisms
inferred← citeshttps://doi.org/10.1016/j.ijcip.2021.100449openalex-snapshot
A homogeneous ensemble based dynamic artificial neural network for solving the intrusion detection problem
inferred← citeshttps://doi.org/10.1109/cis.2007.10openalex-snapshot
A Hybrid Approach for Real-Time Network Intrusion Detection Systems
inferred← citeshttps://doi.org/10.1109/cis.2007.28openalex-snapshot
A Period-Finding Method for Shor's Algorithm
inferred← citeshttps://doi.org/10.1109/cis.2007.59openalex-snapshot
The Algorithm of Objective Association Rules Mining Based on Binary
inferred← citeshttps://doi.org/10.1109/icact.2007.358788openalex-snapshot
Building Lightweight Intrusion Detection System Based on Principal Component Analysis and C4.5 Algorithm
inferred← citeshttps://doi.org/10.1109/iccci.2015.7218098openalex-snapshot
A comparative study of various feature selection techniques in high-dimensional data set to improve classification accuracy
inferred← citeshttps://doi.org/10.1109/icesc48915.2020.9155895openalex-snapshot
Enhancing Multi-Step Attack Prediction using Hidden Markov Model and Naive Bayes
inferred← citeshttps://doi.org/10.1109/icisc47916.2020.9171106openalex-snapshot
A Survey on Methodologies for Multi-Step Attack Prediction
inferred← citeshttps://doi.org/10.1109/prdc.2009.29openalex-snapshot
Quantitative Intrusion Intensity Assessment Using Important Feature Selection and Proximity Metrics
inferred← citeshttps://doi.org/10.1109/wicom.2008.1104openalex-snapshot
The Research of Distributed Intrusion Detection and Communication Protocol Based on Entity
inferred← citeshttps://doi.org/10.1142/s0129065720500173openalex-snapshot
Revealing False Positive Features in Epileptic EEG Identification
inferred← citeshttps://doi.org/10.1145/1963564.1963570openalex-snapshot
A dimensionality reduction based on feature quality measure
inferred← citeshttps://doi.org/10.1145/3374135.3385285openalex-snapshot
COMB
inferred← citeshttps://doi.org/10.1360/jos181639openalex-snapshot
Lightweight Intrusion Detection System Based on Feature Selection
inferred← citeshttps://doi.org/10.21203/rs.3.rs-2006479/v1openalex-snapshot
A Hybrid Evolutionary Algorithm for Anomaly Detection in Computer Networks
inferred← citeshttps://doi.org/10.31390/gradschool_theses.452openalex-snapshot
Computer-aided weld inspection by fuzzy modeling with selected features
inferred← citeshttps://doi.org/10.3233/jifs-169432openalex-snapshot
Intrusion detection taxonomy and data preprocessing mechanisms
inferred← citeshttps://doi.org/10.3390/app112412073openalex-snapshot
Unsupervised Feature Selection for Outlier Detection on Streaming Data to Enhance Network Security
inferred← citeshttps://doi.org/10.4018/ijiit.2015100101openalex-snapshot
A Novel Cloud Intrusion Detection System Using Feature Selection and Classification
inferred← citeshttps://doi.org/10.47749/t/unicamp.2021.1162051openalex-snapshot
Estimativa da produção de pastagem cultivada utilizando índices de vegetação e variáveis de texturas a partir de imagens de drone
inferred← citeshttps://doi.org/10.5120/800-1137openalex-snapshot
Bi-level dimensionality reduction methods using feature selection and feature extraction
inferred← citeshttps://doi.org/10.5121/ijaia.2010.1405openalex-snapshot
Multi-Level Dimensionality Reduction Methods Using Feature Selection and Feature Extraction
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