Pre-clustering algorithm for anomaly detection and clustering that uses variable size buckets.
Manish SharmaDurga ToshniwalPublished in: RAIT (2012)
Keyphrases
- anomaly detection
- variable size
- clustering algorithm
- clustering analysis
- intrusion detection
- fixed size
- network intrusion detection
- k means
- clustering method
- unsupervised learning
- detecting anomalies
- anomalous behavior
- network traffic
- intrusion detection system
- detect anomalies
- network anomaly detection
- cluster analysis
- sliding window
- quadtree
- one class support vector machines
- normal behavior
- negative selection algorithm