A Pre-clustering Method To Improve Anomaly Detection.
Denis HockMartin KappesBogdan V. GhitaPublished in: SECRYPT (2016)
Keyphrases
- anomaly detection
- clustering method
- clustering analysis
- intrusion detection
- network intrusion detection
- anomalous behavior
- network traffic
- affinity propagation
- spectral clustering
- detecting anomalies
- cluster analysis
- similarity measure
- subspace clustering
- hierarchical clustering
- unsupervised anomaly detection
- one class support vector machines
- clustering algorithm
- k means
- network anomaly detection
- intrusion detection system
- clustering result
- detect anomalies
- detecting anomalous
- network security
- clustering framework
- document clustering
- negative selection algorithm
- supervised learning
- natural language processing
- cumulative sum