Adaptive real-time anomaly detection with incremental clustering.
Kalle BurbeckSimin Nadjm-TehraniPublished in: Inf. Secur. Tech. Rep. (2007)
Keyphrases
- anomaly detection
- incremental clustering
- intrusion detection
- network intrusion detection
- detecting anomalies
- anomalous behavior
- network traffic
- hierarchical clustering
- data assimilation
- network anomaly detection
- one class support vector machines
- detect anomalies
- clustering algorithm
- intrusion detection system
- concept drift
- unsupervised learning
- active learning
- pattern recognition
- bayesian networks
- feature extraction
- decision trees