Volume Traffic Anomaly Detection Using Hierarchical Clustering.
Choonho SonSeok-Hyung ChoJae-Hyoung YooPublished in: APNOMS (2009)
Keyphrases
- hierarchical clustering
- anomaly detection
- network traffic
- detect anomalies
- intrusion detection
- clustering method
- network intrusion detection
- unsupervised anomaly detection
- detecting anomalies
- intrusion detection system
- network anomaly detection
- normal traffic
- anomalous behavior
- hierarchical clustering algorithm
- clustering algorithm
- single linkage
- detecting anomalous
- hierarchical clustering algorithms
- partitional clustering
- traffic patterns
- network security
- traffic flow
- one class support vector machines
- k means
- unsupervised learning
- normal behavior
- negative selection algorithm
- feature space
- hierarchical clustering methods
- connectionist systems
- training data