Labelling Clusters in an Intrusion Detection System Using a Combination of Clustering Evaluation Techniques.
Slobodan PetrovicGonzalo ÁlvarezAgustín OrfilaJavier Ignacio Carbó RubieraPublished in: HICSS (2006)
Keyphrases
- intrusion detection system
- clustering algorithm
- intrusion detection
- anomaly detection
- hierarchical clustering
- data clustering
- cluster analysis
- overlapping clusters
- self organizing maps
- network security
- distributed intrusion detection
- clustering method
- document clustering
- k means
- data points
- network traffic
- computer networks
- fuzzy clustering
- disjoint clusters
- cluster centers
- clustering approaches
- network intrusion detection
- unsupervised learning
- computer systems
- validity index
- clustering quality
- network intrusion detection systems
- high dimensional