A bidirectional LSTM deep learning approach for intrusion detection

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

(2019) Yanqing Yang et al.   Applied Sciences-Basel

An analysis of “A feature reduced intrusion detection system using ANN classifier” by Akashdeep et al. expert systems with applications (2017)

(2019) Trupti Chandak et al.   EXPERT SYSTEMS WITH APPLICATIONS

Early diagnosis of Parkinson’s disease from multiple voice recordings by simultaneous sample and feature selection

(2019) Liaqat Ali et al.   EXPERT SYSTEMS WITH APPLICATIONS

Big Data Analytics for User-Activity Analysis and User-Anomaly Detection in Mobile Wireless Network

(2017) Md Salik Parwez et al.   IEEE Transactions on Industrial Informatics

A Deep Learning Approach for Intrusion Detection Using Recurrent Neural Networks

(2017) Chuanlong Yin et al.   IEEE Access

Modeling network traffic for traffic matrix estimation and anomaly detection based on Bayesian network in cloud computing networks

(2016) Laisen Nie et al.   Annals of Telecommunications

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

(2016) Tao Ma et al.   SENSORS

Deep learning

(2015) Yann LeCun et al.   NATURE

A survey of emerging threats in cybersecurity

(2014) Julian Jang-Jaccard et al.   JOURNAL OF COMPUTER AND SYSTEM SCIENCES

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

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

Representation Learning: A Review and New Perspectives

(2013) Y. Bengio et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A network intrusion detection system based on a Hidden Naïve Bayes multiclass classifier

(2012) Levent Koc et al.   EXPERT SYSTEMS WITH APPLICATIONS

A novel intrusion detection system based on hierarchical clustering and support vector machines

(2010) Shi-Jinn Horng et al.   EXPERT SYSTEMS WITH APPLICATIONS