Anomaly Detection via Coupled Gaussian Kernels.
Guichong LiNathalie JapkowiczLian YangPublished in: Canadian Conference on AI (2012)
Keyphrases
- anomaly detection
- gaussian kernels
- intrusion detection
- learning rate
- detecting anomalies
- kernel function
- network traffic
- gaussian kernel
- reproducing kernel hilbert space
- network intrusion detection
- high dimensional feature space
- anomalous behavior
- intrusion detection system
- detect anomalies
- feature space
- one class support vector machines
- machine learning
- unsupervised learning
- neural network
- kernel learning
- multiple kernel learning
- genetic algorithm