Applications of Data Mining in Computer Security

Proactive Intrusion Detection and Distributed Denial of Service Attacks—A Case Study in Security Management

Journal of Network and Systems Management

Mining intrusion detection alarms for actionable knowledge

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

Clustering intrusion detection alarms to support root cause analysis

ACM Transactions on Information and System Security (TISSEC)

Bootstrapping a data mining intrusion detection system

Proceedings of the 2003 ACM symposium on Applied computing

Towards NIC-based intrusion detection

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

A Services Oriented Framework for Next Generation Data Analysis Centers

IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Workshop 10 - Volume 11

Enhancing network intrusion detection systems with interval methods

Proceedings of the 2005 ACM symposium on Applied computing

Network intrusion detection: Evaluating cluster, discriminant, and logit analysis

Information Sciences: an International Journal

Machine Learning for Computer Security

The Journal of Machine Learning Research

Outlier detection by logic programming

ACM Transactions on Computational Logic (TOCL)

Processing of massive audit data streams for real-time anomaly intrusion detection

Computer Communications

A lightweight web server anomaly detection method based on transductive scheme and genetic algorithms

Computer Communications

Projected outlier detection in high-dimensional mixed-attributes data set

Expert Systems with Applications: An International Journal

Policy Evolution with Grammatical Evolution

SEAL '08 Proceedings of the 7th International Conference on Simulated Evolution and Learning

“Best K”: critical clustering structures in categorical datasets

Knowledge and Information Systems

Dynamic security policy learning

Proceedings of the first ACM workshop on Information security governance

Approximate Tree Kernels

The Journal of Machine Learning Research

Improved unsupervised anomaly detection algorithm

RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology

SEP/COP: An efficient method to find the best partition in hierarchical clustering based on a new cluster validity index

Pattern Recognition

Towards a standard methodology to evaluate internal cluster validity indices

Pattern Recognition Letters

A fast kernel on hierarchial tree structures and its application to windows application behavior analysis

ICONIP'10 Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II

An initialization method to simultaneously find initial cluster centers and the number of clusters for clustering categorical data

Knowledge-Based Systems

Construction of high precision RBFNN with low false alarm for detecting flooding based denial of service attacks using stochastic sensitivity measure

ICMLC'05 Proceedings of the 4th international conference on Advances in Machine Learning and Cybernetics

An ensemble design of intrusion detection system for handling uncertainty using Neutrosophic Logic Classifier

Knowledge-Based Systems

A cluster centers initialization method for clustering categorical data

Expert Systems with Applications: An International Journal

Evasion attack of multi-class linear classifiers

PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I

An extensive comparative study of cluster validity indices

Pattern Recognition

A novel fuzzy clustering algorithm with between-cluster information for categorical data

Fuzzy Sets and Systems

The k-modes type clustering plus between-cluster information for categorical data

Neurocomputing