A Robust Feature Normalization Scheme and an Optimized Clustering Method for Anomaly-Based Intrusion Detection System.
Jungsuk SongHiroki TakakuraYasuo OkabeYongjin KwonPublished in: DASFAA (2007)
Keyphrases
- clustering method
- intrusion detection system
- intrusion detection
- anomaly detection
- network traffic
- network security
- hierarchical clustering
- network intrusion detection
- computer networks
- clustering algorithm
- clustering analysis
- similarity measure
- normal behavior
- affinity propagation
- clustering framework
- attack detection
- k means
- fuzzy c means
- cluster analysis
- distributed intrusion detection
- document clustering
- data sets
- data mining techniques
- alert correlation
- spectral clustering
- fuzzy c means clustering
- classical clustering algorithms
- clustering result
- subspace clustering
- graph clustering
- computer systems
- feature space
- misuse detection
- machine learning
- databases