LIO-IDS: Handling class imbalance using LSTM and improved one-vs-one technique in intrusion detection system

Synthetic Minority Oversampling Technique for Optimizing Classification Tasks in Botnet and Intrusion-Detection-System Datasets

(2020) David Gonzalez-Cuautle et al.   Applied Sciences-Basel

An Effective Convolutional Neural Network Based on SMOTE and Gaussian Mixture Model for Intrusion Detection in Imbalanced Dataset

(2020) Hongpo Zhang et al.   Computer Networks

A survey and taxonomy of the fuzzy signature-based Intrusion Detection Systems

(2020) Mohammad Masdari et al.   APPLIED SOFT COMPUTING

Building an efficient intrusion detection system based on feature selection and ensemble classifier

(2020) Yuyang Zhou et al.   Computer Networks

A Semi-Boosted Nested Model With Sensitivity-Based Weighted Binarization for Multi-Domain Network Intrusion Detection

(2019) Joseph W. Mikhail et al.   ACM Transactions on Intelligent Systems and Technology

Integration of an improved dynamic ensemble selection approach to enhance one-vs-one scheme

(2018) Zhong-Liang Zhang et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

HAST-IDS: Learning Hierarchical Spatial-Temporal Features Using Deep Neural Networks to Improve Intrusion Detection

(2018) Wei Wang et al.   IEEE Access

Dimensionality reduction with IG-PCA and ensemble classifier for network intrusion detection

(2018) Fadi Salo et al.   Computer Networks

Learning from class-imbalanced data: Review of methods and applications

(2017) Guo Haixiang et al.   EXPERT SYSTEMS WITH APPLICATIONS

A method for multi-class sentiment classification based on an improved one-vs-one (OVO) strategy and the support vector machine (SVM) algorithm

(2017) Yang Liu et al.   INFORMATION SCIENCES

A Survey of Data Mining and Machine Learning Methods for Cyber Security Intrusion Detection

(2016) Anna L. Buczak et al.   IEEE Communications Surveys and Tutorials

Taxonomy and Survey of Collaborative Intrusion Detection

(2015) Emmanouil Vasilomanolakis et al.   ACM COMPUTING SURVEYS

DRCW-OVO: Distance-based relative competence weighting combination for One-vs-One strategy in multi-class problems

(2015) Mikel Galar et al.   PATTERN RECOGNITION

A survey of intrusion detection techniques for cyber-physical systems

(2014) Robert Mitchell et al.   ACM COMPUTING SURVEYS

Multi-class AdaBoost

(2013) Trevor Hastie et al.   Statistics and Its Interface