Fusion of statistical importance for feature selection in Deep Neural Network-based Intrusion Detection System

Hybrid Intrusion Detection using MapReduce based Black Widow Optimized Convolutional Long Short-Term Memory Neural Networks

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An efficient model selection for linear discriminant function-based recursive feature elimination

(2022) Xiaojian Ding et al.   JOURNAL OF BIOMEDICAL INFORMATICS

The Unsupervised Feature Selection Algorithms Based on Standard Deviation and Cosine Similarity for Genomic Data Analysis

(2021) Juanying Xie et al.   Frontiers in Genetics

Analyzing fusion of regularization techniques in the deep learning‐based intrusion detection system

(2021) Ankit Thakkar et al.   INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

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

(2020) Yuyang Zhou et al.   Computer Networks

Building Auto-Encoder Intrusion Detection System based on random forest feature selection

(2020) XuKui Li et al.   COMPUTERS & SECURITY

A Feature Selection Model for Network Intrusion Detection System Based on PSO, GWO, FFA and GA Algorithms

(2020) Omar Almomani   Symmetry-Basel

Attack classification using feature selection techniques: a comparative study

(2020) Ankit Thakkar et al.   Journal of Ambient Intelligence and Humanized Computing

Research on Network Intrusion Detection Based on Incremental Extreme Learning Machine and Adaptive Principal Component Analysis

(2019) Jianlei Gao et al.   Energies

An integrated rule based intrusion detection system: analysis on UNSW-NB15 data set and the real time online dataset

(2019) Vikash Kumar et al.   Cluster Computing-The Journal of Networks Software Tools and Applications

Role of swarm and evolutionary algorithms for intrusion detection system: A survey

(2019) Ankit Thakkar et al.   Swarm and Evolutionary Computation

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

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

Machine Learning and Deep Learning Methods for Cybersecurity

(2018) Yang Xin et al.   IEEE Access

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

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

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

A generalization of the Wilcoxon signed-rank test and its applications

(2012) S. M. Taheri et al.   STATISTICAL PAPERS