Leveraging a Probabilistic PCA Model to Understand the Multivariate Statistical Network Monitoring Framework for Network Security Anomaly Detection.
Fernando Pérez-BuenoLuz GarcíaGabriel Maciá-FernándezRafael MolinaPublished in: CoRR (2023)
Keyphrases
- network security
- anomaly detection
- intrusion detection
- probabilistic model
- network traffic
- network monitoring
- intrusion detection system
- computer security
- principal component analysis
- computer networks
- feature extraction
- information security
- network administrators
- multivariate statistical
- network intrusion
- normal behavior
- ip networks
- principal components analysis
- pairwise