Service classification of high-speed network traffic based on Two-Stage Clustering.
Hua WuYuping SuiGuang ChengXiaoyan HuQinghua ShangPublished in: APNOMS (2022)
Keyphrases
- network traffic
- high speed
- anomaly detection
- intrusion detection
- network resources
- network security
- unsupervised learning
- decision trees
- network intrusion detection
- traffic analysis
- pattern recognition
- network monitoring
- intrusion detection system
- network bandwidth
- detecting anomalous
- computer networks
- feature selection
- machine learning
- traffic data
- traffic engineering
- network traffic data
- internet traffic
- long range dependence
- object recognition
- feature extraction
- clustering algorithm
- text classification
- feature space
- web services
- real time
- computer systems
- supervised learning
- k means
- pairwise
- training set
- reinforcement learning
- real world
- normal traffic