Anomaly Detection Using Agglomerative Hierarchical Clustering Algorithm.
Fokrul Alom MazarbhuiyaMohammed Yahya AlzahraniLilia GeorgievaPublished in: ICISA (2018)
Keyphrases
- anomaly detection
- hierarchical clustering algorithm
- hierarchical clustering
- clustering algorithm
- agglomerative hierarchical clustering
- clustering method
- intrusion detection
- detecting anomalies
- k means
- anomalous behavior
- parameter free
- network intrusion detection
- intrusion detection system
- network anomaly detection
- network traffic
- one class support vector machines
- clustering ensemble
- cluster analysis
- detect anomalies
- categorical data
- clustering analysis
- spectral clustering
- similarity measure
- unsupervised learning
- pairwise
- data clustering
- arbitrary shape
- clustering quality
- document clustering
- data points