Online network traffic classification with incremental learning.
Hui Ru LooMuhammad N. MarsonoPublished in: Evol. Syst. (2016)
Keyphrases
- incremental learning
- network traffic
- batch mode
- learning process
- anomaly detection
- intrusion detection
- fuzzy artmap
- supervised learning
- incremental learning algorithm
- intrusion detection system
- machine learning
- traffic data
- network security
- network bandwidth
- network monitoring
- traffic analysis
- batch learning
- classification algorithm
- unsupervised learning
- data mining techniques
- active learning
- network resources
- network intrusion detection
- pattern recognition
- feature extraction
- feature selection
- data sets
- detecting anomalous