Anomaly Intrusion Detection Based on Clustering a Data Stream.
Sang Hyun OhJin-Suk KangYung-Cheol ByunTaikyeong T. JeongWon Suk LeePublished in: ISC (2006)
Keyphrases
- data streams
- clustering method
- outlier detection
- k means
- clustering algorithm
- multiple data streams
- spectral clustering
- sliding window
- hierarchical clustering
- data clustering
- document clustering
- detecting outliers
- multi dimensional data
- transactional data
- graph theoretic
- concept drift
- cluster analysis
- self organizing maps
- data sets
- fuzzy clustering
- change detection
- categorical data
- data distribution
- anomaly detection
- data stream mining
- feature selection
- continuous stream
- data mining