Applying PCA for Traffic Anomaly Detection: Problems and Solutions.
Daniela BrauckhoffKavé SalamatianMartin MayPublished in: INFOCOM (2009)
Keyphrases
- anomaly detection
- network traffic
- intrusion detection
- anomalous behavior
- detecting anomalies
- principal component analysis
- detect anomalies
- intrusion detection system
- network security
- benchmark problems
- network intrusion detection
- tensor analysis
- unsupervised anomaly detection
- behavior analysis
- malware detection
- probabilistic model
- unsupervised learning
- active learning
- detecting anomalous
- data sets
- computer networks
- computer security
- dimensionality reduction
- evolutionary algorithm
- high dimensional
- feature extraction