A study on intrusion detection using neural networks trained with evolutionary algorithms

Evolving statistical rulesets for network intrusion detection

(2015) Samaneh Rastegari et al.   APPLIED SOFT COMPUTING

A novel SVM by combining kernel principal component analysis and improved chaotic particle swarm optimization for intrusion detection

(2014) Fangjun Kuang et al.   SOFT COMPUTING

A distributed approach to network anomaly detection based on independent component analysis

(2013) Francesco Palmieri et al.   CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE

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

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

Enhancing SVM performance in intrusion detection using optimal feature subset selection based on genetic principal components

(2013) Iftikhar Ahmad et al.   NEURAL COMPUTING & APPLICATIONS

Network anomaly detection with the restricted Boltzmann machine

(2013) Ugo Fiore et al.   NEUROCOMPUTING

Automatic network intrusion detection: Current techniques and open issues

(2012) Carlos A. Catania et al.   COMPUTERS & ELECTRICAL ENGINEERING

EAACK—A Secure Intrusion-Detection System for MANETs

(2012) Elhadi M. Shakshuki et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

A Pareto-based multi-objective evolutionary algorithm for automatic rule generation in network intrusion detection systems

(2012) J. Gómez et al.   SOFT COMPUTING

Hierarchical Trust Management for Wireless Sensor Networks and its Applications to Trust-Based Routing and Intrusion Detection

(2012) Fenye Bao et al.   IEEE Transactions on Network and Service Management

Distributed denial of service attack detection using an ensemble of neural classifier

(2011) P. Arun Raj Kumar et al.   COMPUTER COMMUNICATIONS

Network anomaly detection through nonlinear analysis

(2010) Francesco Palmieri et al.   COMPUTERS & SECURITY

A new approach to intrusion detection using Artificial Neural Networks and fuzzy clustering

(2010) Gang Wang 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

An Experimental Study of Hierarchical Intrusion Detection for Wireless Industrial Sensor Networks

(2010) Sooyeon Shin et al.   IEEE Transactions on Industrial Informatics

An Intrusion-Detection Model Based on Fuzzy Class-Association-Rule Mining Using Genetic Network Programming

(2010) Shingo Mabu et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE

A hybrid intrusion detection system design for computer network security

(2009) M. Ali Aydın et al.   COMPUTERS & ELECTRICAL ENGINEERING

A simple and efficient hidden Markov model scheme for host-based anomaly intrusion detection

(2009) Jiankun Hu et al.   IEEE NETWORK

GSA: A Gravitational Search Algorithm

(2009) Esmat Rashedi et al.   INFORMATION SCIENCES

Internet traffic modeling by means of Hidden Markov Models

(2008) Alberto Dainotti et al.   Computer Networks

Critical study of neural networks in detecting intrusions

(2008) Rachid Beghdad   COMPUTERS & SECURITY

Data mining-based intrusion detectors

(2008) Su-Yun Wu et al.   EXPERT SYSTEMS WITH APPLICATIONS

A study on the use of non-parametric tests for analyzing the evolutionary algorithms’ behaviour: a case study on the CEC’2005 Special Session on Real Parameter Optimization

(2008) Salvador García et al.   JOURNAL OF HEURISTICS

Intrusion detection using a linguistic hedged fuzzy-XCS classifier system

(2008) Javier G. Marín-Blázquez et al.   SOFT COMPUTING