Eigenspace-based anomaly detection in computer systems.
Tsuyoshi IdéHisashi KashimaPublished in: KDD (2004)
Keyphrases
- computer systems
- anomaly detection
- intrusion detection
- data processing
- anomalous behavior
- computer security
- computing systems
- information systems
- detecting anomalies
- network intrusion detection
- communication systems
- unsupervised anomaly detection
- computer networks
- human beings
- behavior analysis
- information processing systems
- intrusion detection system
- detect anomalies
- principal component analysis
- detecting anomalous
- network traffic
- high end
- one class support vector machines
- network security
- network anomaly detection
- negative selection algorithm
- unsupervised learning
- reinforcement learning
- connectionist systems
- data mining