NetTiSA: Extended IP Flow with Time-series Features for Universal Bandwidth-constrained High-speed Network Traffic Classification.
Josef KoumarKarel HynekJaroslav PesekTomás CejkaPublished in: CoRR (2023)
Keyphrases
- network traffic
- high speed
- network bandwidth
- feature space
- feature extraction
- intrusion detection
- traffic analysis
- network traffic data
- network resources
- anomaly detection
- intrusion detection system
- network security
- decision trees
- computer networks
- machine learning
- training set
- network management
- video streaming
- end to end
- network intrusion detection
- model selection
- internet traffic
- traffic patterns
- data mining
- malicious traffic