Improving Network Security through Traffic Log Anomaly Detection Using Time Series Analysis.
Aitor Corchero RodriguezMario Reyes de los MozosPublished in: CISIS (2010)
Keyphrases
- network security
- anomaly detection
- network traffic
- intrusion detection
- traffic analysis
- intrusion detection system
- dos attacks
- denial of service
- network intrusion detection
- computer security
- detect anomalies
- network intrusion
- computer networks
- detecting anomalies
- network monitoring
- internet traffic
- traffic data
- network anomaly detection
- network management
- ip networks
- risk assessment
- anomalous behavior
- one class support vector machines
- unsupervised learning
- negative selection algorithm
- normal traffic
- traffic patterns
- traffic flow
- streaming data
- information security
- high dimensional
- information systems