Intelligent Network Security Monitoring Based on Optimum-Path Forest Clustering.
Raniere Rocha GuimarãesLeandro A. PassosRaimir Holanda FilhoVictor Hugo C. de AlbuquerqueJoel J. P. C. RodriguesMikhail M. KomarovJoão Paulo PapaPublished in: IEEE Netw. (2019)
Keyphrases
- network security
- optimum path forest
- situation assessment
- intrusion detection
- computer networks
- anomaly detection
- network monitoring
- intrusion detection system
- traffic analysis
- supervised pattern recognition
- network traffic
- clustering algorithm
- k means
- decision support
- information security
- decision boundary
- unsupervised learning
- nearest neighbor classifier
- data points
- machine learning
- learning algorithm