Machine learning techniques for the computer security domain of anomaly detection

An Empirical Study of Two Approaches to Sequence Learning for Anomaly Detection

Machine Learning

ADMIT: anomaly-based data mining for intrusions

Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining

Misuse detection for information retrieval systems

CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management

A Machine Learning Evaluation of an Artificial Immune System

Evolutionary Computation

To identify suspicious activity in anomaly detection based on soft computing

AIA'06 Proceedings of the 24th IASTED international conference on Artificial intelligence and applications

Probabilistic anomaly detection in distributed computer networks

Science of Computer Programming

On the Effects of Learning Set Corruption in Anomaly-Based Detection of Web Defacements

DIMVA '07 Proceedings of the 4th international conference on Detection of Intrusions and Malware, and Vulnerability Assessment

Incremental estimation of discrete hidden Markov models based on a new backward procedure

AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2

On the memory complexity of the forward-backward algorithm

Pattern Recognition Letters

Intelligence system approach for computer network security

AsiaCSN '07 Proceedings of the Fourth IASTED Asian Conference on Communication Systems and Networks

A dynamic normal profiling for anomaly detection

WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing

Anomaly detection of masquerders based upon typing biometrics and probabilistic neural network

Journal of Computing Sciences in Colleges

A fusion of ICA and SVM for detection computer attacks

ACOS'06 Proceedings of the 5th WSEAS international conference on Applied computer science

Efficient modeling of discrete events for anomaly detection using hidden markov models

ISC'05 Proceedings of the 8th international conference on Information Security

Gradient computation in linear-chain conditional random fields using the entropy message passing algorithm

Pattern Recognition Letters

A variable-length model for masquerade detection

Journal of Systems and Software