Adaptive Anomaly Detection with Kernel Eigenspace Splitting and Merging.
Colin O'ReillyAlexander GluhakMuhammad Ali ImranPublished in: IEEE Trans. Knowl. Data Eng. (2015)
Keyphrases
- anomaly detection
- intrusion detection
- network intrusion detection
- anomalous behavior
- kernel pca
- detecting anomalies
- network traffic
- unsupervised anomaly detection
- detecting anomalous
- behavior analysis
- computer security
- network security
- kernel function
- intrusion detection system
- connectionist systems
- detect anomalies
- one class support vector machines
- unsupervised learning
- malware detection
- principal component analysis
- kernel methods
- feature space
- normal behavior
- network intrusion
- training set
- network anomaly detection
- data assimilation
- neural network
- data analysis