Hierarchical PCA-based multivariate statistical network monitoring for anomaly detection.
Gabriel Maciá-FernándezJosé CamachoPedro Garcia-TeodoroRafael A. Rodríguez-GómezPublished in: WIFS (2016)
Keyphrases
- anomaly detection
- network monitoring
- network traffic
- multivariate statistical
- streaming data
- intrusion detection
- network security
- multiple regression
- network management
- canonical correlation analysis
- linear discriminant analysis
- network intrusion detection
- intrusion detection system
- computer networks
- principal component analysis
- ip networks
- unsupervised learning
- data mining
- monitoring system
- neural network
- learning algorithm
- distributed systems
- training data