PCA-based multivariate statistical network monitoring for anomaly detection.
José CamachoAlejandro Pérez-VillegasPedro García-TeodoroGabriel Maciá-FernándezPublished in: Comput. Secur. (2016)
Keyphrases
- network monitoring
- anomaly detection
- multivariate statistical
- network traffic
- streaming data
- multiple regression
- network security
- intrusion detection
- canonical correlation analysis
- principal component analysis
- linear discriminant analysis
- computer networks
- intrusion detection system
- network management
- network intrusion detection
- ip networks
- monitoring system
- distributed systems
- detect anomalies
- data sets
- information systems
- neural network
- dimensionality reduction
- knn
- pairwise
- data analysis
- support vector
- face recognition
- data aggregation
- decision trees
- computer vision
- data mining