Practical anomaly detection based on classifying frequent traffic patterns.
Ignasi Paredes-OlivaIsmael Castell-UrozPere Barlet-RosXenofontas A. DimitropoulosJosep Solé-ParetaPublished in: INFOCOM Workshops (2012)
Keyphrases
- anomaly detection
- traffic patterns
- network traffic
- detecting anomalies
- intrusion detection
- traffic data
- intrusion detection system
- anomalous behavior
- network intrusion detection
- network security
- unsupervised learning
- one class support vector machines
- normal traffic
- detect anomalies
- traffic engineering
- network management
- dynamically changing
- real world
- traffic flow
- computer networks
- image sequences