Building an Effective Intrusion Detection System Using the Modified Density Peak Clustering Algorithm and Deep Belief Networks

A Survey of Random Forest Based Methods for Intrusion Detection Systems

(2018) Paulo Angelo Alves Resende et al.   ACM COMPUTING SURVEYS

Nearest neighbors based density peaks approach to intrusion detection

(2018) Lixiang Li et al.   CHAOS SOLITONS & FRACTALS

A hybrid intrusion detection system based on ABC-AFS algorithm for misuse and anomaly detection

(2018) Vajiheh Hajisalem et al.   Computer Networks

An anomaly-based intrusion detection system in presence of benign outliers with visualization capabilities

(2018) Amin Karami   EXPERT SYSTEMS WITH APPLICATIONS

A novel statistical technique for intrusion detection systems

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

A malicious threat detection model for cloud assisted internet of things (CoT) based industrial control system (ICS) networks using deep belief network

(2018) Shamsul Huda et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

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

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

Deep Learning Method for Denial of Service Attack Detection Based on Restricted Boltzmann Machine

(2018) Yadigar Imamverdiyev et al.   Big Data

Deep Learning Based Intrusion Detection With Adversaries

(2018) Zheng Wang   IEEE Access

Machine Learning and Deep Learning Methods for Cybersecurity

(2018) Yang Xin et al.   IEEE Access

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

(2018) Tamer Aldwairi et al.   Computer Networks

Using a Recurrent Neural Network and Restricted Boltzmann Machines for Malicious Traffic Detection

(2018) Chaopeng Li et al.   NeuroQuantology

Enhanced Network Intrusion Detection using Deep Convolutional Neural Networks

(2018)   KSII Transactions on Internet and Information Systems

A feature reduced intrusion detection system using ANN classifier

(2017) Akashdeep et al.   EXPERT SYSTEMS WITH APPLICATIONS

Multi-level hybrid support vector machine and extreme learning machine based on modified K-means for intrusion detection system

(2017) Wathiq Laftah Al-Yaseen et al.   EXPERT SYSTEMS WITH APPLICATIONS

A multiclass cascade of artificial neural network for network intrusion detection

(2017) Mirza M. Baig et al.   JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

Supervised distance metric learning through maximization of the Jeffrey divergence

(2017) Bac Nguyen et al.   PATTERN RECOGNITION

Conditional Variational Autoencoder for Prediction and Feature Recovery Applied to Intrusion Detection in IoT

(2017) Manuel Lopez-Martin et al.   SENSORS

Unsupervised novelty detection–based structural damage localization using a density peaks-based fast clustering algorithm

(2017) Young-Jin Cha et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

A Deep Learning Approach for Intrusion Detection Using Recurrent Neural Networks

(2017) Chuanlong Yin 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

A Hybrid Spectral Clustering and Deep Neural Network Ensemble Algorithm for Intrusion Detection in Sensor Networks

(2016) Tao Ma et al.   SENSORS

DTB-IDS: an intrusion detection system based on decision tree using behavior analysis for preventing APT attacks

(2015) Daesung Moon et al.   JOURNAL OF SUPERCOMPUTING

Clustering by fast search and find of density peaks

(2014) A. Rodriguez et al.   SCIENCE

Training restricted Boltzmann machines: An introduction

(2013) Asja Fischer et al.   PATTERN RECOGNITION

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

(2012) Ali Shiravi et al.   COMPUTERS & SECURITY