A Consolidated Decision Tree-Based Intrusion Detection System for Binary and Multiclass Imbalanced Datasets

Designing collaborative blockchained signature-based intrusion detection in IoT environments

(2019) Wenjuan Li et al.   Future Generation Computer Systems-The International Journal of eScience

Intrusion detection system for wireless mesh network using multiple support vector machine classifiers with genetic-algorithm-based feature selection

(2018) R. Vijayanand et al.   COMPUTERS & SECURITY

Network intrusion detection system based on recursive feature addition and bigram technique

(2018) Tarfa Hamed et al.   COMPUTERS & SECURITY

An Effective Two-Step Intrusion Detection Approach Based on Binary Classification and $k$ -NN

(2018) Longjie Li et al.   IEEE Access

An Improved SDA Based Defect Prediction Framework for Both Within-Project and Cross-Project Class-Imbalance Problems

(2017) Xiao-Yuan Jing et al.   IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

Ramp loss K-Support Vector Classification-Regression; a robust and sparse multi-class approach to the intrusion detection problem

(2017) Seyed Mojtaba Hosseini Bamakan et al.   KNOWLEDGE-BASED SYSTEMS

Modification of supervised OPF-based intrusion detection systems using unsupervised learning and social network concept

(2017) Hamid Bostani et al.   PATTERN RECOGNITION

Intelligent Electronic Devices with Collaborative Intrusion Detection Systems

(2017) Junho Hong et al.   IEEE Transactions on Smart Grid

Toward Bulk Synchronous Parallel-Based Machine Learning Techniques for Anomaly Detection in High-Speed Big Data Networks

(2017) Kamran Siddique et al.   Symmetry-Basel

A LogitBoost-Based Algorithm for Detecting Known and Unknown Web Attacks

(2017) Muhammad Hilmi Kamarudin et al.   IEEE Access

Building an Intrusion Detection System Using a Filter-Based Feature Selection Algorithm

(2016) Mohammed A. Ambusaidi et al.   IEEE TRANSACTIONS ON COMPUTERS

Design of Multilevel Hybrid Classifier with Variant Feature Sets for Intrusion Detection System

(2016) Aslıhan AKYOL et al.   IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS

A P2P Botnet detection scheme based on decision tree and adaptive multilayer neural networks

(2016) Mohammad Alauthaman et al.   NEURAL COMPUTING & APPLICATIONS

An effective intrusion detection framework based on MCLP/SVM optimized by time-varying chaos particle swarm optimization

(2016) Seyed Mojtaba Hosseini Bamakan et al.   NEUROCOMPUTING

Detection of known and unknown DDoS attacks using Artificial Neural Networks

(2016) Alan Saied et al.   NEUROCOMPUTING

Design of Multilevel Hybrid Classifier with Variant Feature Sets for Intrusion Detection System

(2016) Aslıhan AKYOL et al.   IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS

Coverage-based resampling: Building robust consolidated decision trees

(2015) Igor Ibarguren et al.   KNOWLEDGE-BASED SYSTEMS

Feature selection by multi-objective optimisation: Application to network anomaly detection by hierarchical self-organising maps

(2014) Emiro de la Hoz et al.   KNOWLEDGE-BASED SYSTEMS

Enhancing False Alarm Reduction Using Voted Ensemble Selection in Intrusion Detection

(2013) Yuxin Meng et al.   International Journal of Computational Intelligence Systems

Design of an Evolutionary Approach for Intrusion Detection

(2013) Gulshan Kumar et al.   TheScientificWorldJOURNAL

Toward developing a systematic approach to generate benchmark datasets for intrusion detection

(2012) Ali Shiravi et al.   COMPUTERS & SECURITY

Multiclass Imbalance Problems: Analysis and Potential Solutions

(2012) Shuo Wang et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS