Hybrid intrusion detection system based on Dempster-Shafer evidence theory

A survey of the recent architectures of deep convolutional neural networks

(2020) Asifullah Khan et al.   ARTIFICIAL INTELLIGENCE REVIEW

I-SiamIDS: an improved Siam-IDS for handling class imbalance in network-based intrusion detection systems

(2020) Punam Bedi et al.   APPLIED INTELLIGENCE

SwiftIDS: Real-time intrusion detection system based on LightGBM and parallel intrusion detection mechanism

(2020) Dongzi Jin et al.   COMPUTERS & SECURITY

DL-IDS: Extracting Features Using CNN-LSTM Hybrid Network for Intrusion Detection System

(2020) Pengfei Sun et al.   Security and Communication Networks

Machine Learning-Driven Optimization for Intrusion Detection in Smart Vehicular Networks

(2020) Ayoub Alsarhan et al.   WIRELESS PERSONAL COMMUNICATIONS

Intelligent approach to build a Deep Neural Network based IDS for cloud environment using combination of machine learning algorithms

(2019) Zouhair Chiba et al.   COMPUTERS & SECURITY

A survey of network-based intrusion detection data sets

(2019) Markus Ring et al.   COMPUTERS & SECURITY

Deep learning for cyber security intrusion detection: Approaches, datasets, and comparative study

(2019) Mohamed Amine Ferrag et al.   Journal of Information Security and Applications

A Detailed Investigation and Analysis of using Machine Learning Techniques for Intrusion Detection

(2018) Preeti Mishra et al.   IEEE Communications Surveys and Tutorials

TR-IDS: Anomaly-Based Intrusion Detection through Text-Convolutional Neural Network and Random Forest

(2018) Erxue Min et al.   Security and Communication Networks

An evaluation of the performance of Restricted Boltzmann Machines as a model for anomaly network intrusion detection

(2018) Tamer Aldwairi et al.   Computer Networks

Forest PA : Constructing a decision forest by penalizing attributes used in previous trees

(2017) Md Nasim Adnan et al.   EXPERT SYSTEMS WITH APPLICATIONS

McPAD: A multiple classifier system for accurate payload-based anomaly detection

(2008) Roberto Perdisci et al.   Computer Networks

Random-Forests-Based Network Intrusion Detection Systems

(2008) Jiong Zhang et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE