Improving Performance of Network Traffic Classification Systems by Cleaning Training Data.
Francesco GargiuloCarlo SansonePublished in: ICPR (2010)
Keyphrases
- network traffic
- classification systems
- training data
- intrusion detection
- labeled training data
- hierarchical text classification
- anomaly detection
- learning algorithm
- computer networks
- intrusion detection system
- network security
- traffic analysis
- decision trees
- training set
- traffic data
- network monitoring
- data sets
- network resources
- internet traffic
- supervised learning
- network management
- network bandwidth
- network intrusion detection
- databases
- traffic volume
- traffic patterns
- labeled data
- network traffic data
- detecting anomalous
- naive bayes
- model selection