Scalable Network Traffic Classification Using Distributed Support Vector Machines.
Do Le QuocValerio D'AlessandroByungchul ParkLuigi RomanoChristof FetzerPublished in: CLOUD (2015)
Keyphrases
- network traffic
- support vector
- computer networks
- large margin classifiers
- intrusion detection
- anomaly detection
- support vector machine
- network security
- feature selection
- feature extraction
- feature space
- intrusion detection system
- peer to peer
- detecting anomalous
- internet traffic
- traffic data
- decision trees
- machine learning
- supervised learning
- traffic patterns
- network bandwidth
- pattern recognition
- network intrusion detection
- network management
- network traffic data
- long range
- data processing
- object recognition
- reinforcement learning
- association rules
- training set
- information systems
- non stationary
- text classification