An anomaly-based intrusion detection system using recursive feature elimination technique for improved attack detection

Dendron : Genetic trees driven rule induction for network intrusion detection systems

(2018) Dimitrios Papamartzivanos et al.   Future Generation Computer Systems-The International Journal of eScience

Network intrusion detection using equality constrained-optimization-based extreme learning machines

(2018) Cheng-Ru Wang et al.   KNOWLEDGE-BASED SYSTEMS

Anomaly-based intrusion detection system through feature selection analysis and building hybrid efficient model

(2018) Shadi Aljawarneh et al.   Journal of Computational Science

LR-HIDS: logistic regression host-based intrusion detection system for cloud environments

(2018) Elham Besharati et al.   Journal of Ambient Intelligence and Humanized Computing

Trees vs Neurons: Comparison between random forest and ANN for high-resolution prediction of building energy consumption

(2017) Muhammad Waseem Ahmad et al.   ENERGY AND BUILDINGS

Fuzziness based semi-supervised learning approach for intrusion detection system

(2017) Rana Aamir Raza Ashfaq et al.   INFORMATION SCIENCES

A Deep Learning Approach for Intrusion Detection Using Recurrent Neural Networks

(2017) Chuanlong Yin et al.   IEEE Access

A multi-level intrusion detection method for abnormal network behaviors

(2016) Soo-Yeon Ji et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

An effective combining classifier approach using tree algorithms for network intrusion detection

(2016) Jasmin Kevric 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

Toward an efficient fuzziness based instance selection methodology for intrusion detection system

(2016) Rana Aamir Raza Ashfaq et al.   International Journal of Machine Learning and Cybernetics

MARK-ELM: Application of a novel Multiple Kernel Learning framework for improving the robustness of Network Intrusion Detection

(2015) John M. Fossaceca et al.   EXPERT SYSTEMS WITH APPLICATIONS

A nature-inspired approach to speed up optimum-path forest clustering and its application to intrusion detection in computer networks

(2015) Kelton A.P. Costa et al.   INFORMATION SCIENCES

Adaptive Neuro-Fuzzy-Based Anomaly Detection System in Cloud

(2015) P. Ganeshkumar et al.   International Journal of Fuzzy Systems

A novel hybrid KPCA and SVM with GA model for intrusion detection

(2014) Fangjun Kuang et al.   APPLIED SOFT COMPUTING

Hybrid decision tree and naïve Bayes classifiers for multi-class classification tasks

(2013) Dewan Md. Farid et al.   EXPERT SYSTEMS WITH APPLICATIONS

A novel hybrid intrusion detection method integrating anomaly detection with misuse detection

(2013) Gisung Kim et al.   EXPERT SYSTEMS WITH APPLICATIONS