Autonomous profile-based anomaly detection system using principal component analysis and flow analysis.
Gilberto Fernandes Jr.Joel J. P. C. RodriguesMario Lemes Proença Jr.Published in: Appl. Soft Comput. (2015)
Keyphrases
- anomaly detection
- flow analysis
- principal component analysis
- information flow
- detecting anomalies
- intrusion detection
- tensor analysis
- anomalous behavior
- network traffic
- network intrusion detection
- intrusion detection system
- dimensionality reduction
- face recognition
- independent component analysis
- unsupervised anomaly detection
- unsupervised learning
- feature space
- feature extraction
- network anomaly detection
- negative selection algorithm
- malware detection
- one class support vector machines
- detecting anomalous
- behavior analysis
- network intrusion
- sparse pca
- network security
- detect anomalies
- cumulative sum
- feature selection