Performance improvement of payload signature-based traffic classification system using application traffic temporal locality.
Jun-Sang ParkSung-Ho YoonMyung-Sup KimPublished in: APNOMS (2013)
Keyphrases
- network traffic
- intrusion detection
- internet traffic
- classification accuracy
- machine learning
- intrusion detection system
- decision trees
- pattern recognition
- feature vectors
- network intrusion detection
- real time
- traffic engineering
- feature space
- classification scheme
- network security
- traffic flow
- classification systems
- spatial and temporal
- classification method
- anomaly detection
- class labels
- training samples
- image classification
- supervised learning
- significant improvement
- training set
- classification algorithm
- traffic data
- spatial locality
- pattern recognition tasks
- multivariate temporal data
- temporal reasoning
- road network
- temporal information
- high speed
- support vector
- feature selection
- neural network