A multi-step outlier-based anomaly detection approach to network-wide traffic.
Monowar H. BhuyanD. K. BhattacharyyaJugal K. KalitaPublished in: Inf. Sci. (2016)
Keyphrases
- detecting anomalous
- network traffic
- anomaly detection
- multi step
- intrusion detection
- novelty detection
- detect anomalies
- computer networks
- traffic data
- intrusion detection system
- network intrusion detection
- anomalous behavior
- network anomaly detection
- network intrusion
- detecting anomalies
- normal traffic
- traffic patterns
- network security
- unsupervised learning
- neural network
- one class support vector machines
- intrusion prevention
- ip addresses
- traffic engineering
- k nearest neighbor
- high dimensional
- image segmentation
- machine learning
- outlier detection