An unsupervised method for intrusion detection using spectral clustering.
Siddharth GujralEstefan OrtizVassilis L. SyrmosPublished in: CICS (2009)
Keyphrases
- intrusion detection
- spectral clustering
- clustering method
- pairwise
- anomaly detection
- machine learning
- intrusion detection system
- probabilistic model
- similarity matrix
- databases
- supervised learning
- classification accuracy
- k means
- objective function
- similarity measure
- clustering algorithm
- information retrieval
- data mining