NetTiSA: Extended IP flow with time-series features for universal bandwidth-constrained high-speed network traffic classification.
Josef KoumarKarel HynekJaroslav PesekTomás CejkaPublished in: Comput. Networks (2024)
Keyphrases
- network traffic
- high speed
- network bandwidth
- feature extraction
- feature space
- intrusion detection
- network resources
- anomaly detection
- network security
- intrusion detection system
- traffic data
- malicious traffic
- network traffic data
- network management
- non stationary
- internet traffic
- traffic analysis
- network monitoring
- decision trees
- computing resources
- routing algorithm
- probabilistic model
- traffic engineering
- detecting anomalous
- data mining