Practical and Configurable Network Traffic Classification Using Probabilistic Machine Learning.
Jiahui ChenJoe BreenJeff M. PhillipsJacobus E. van der MerwePublished in: CoRR (2021)
Keyphrases
- network traffic
- machine learning
- intrusion detection
- pattern recognition
- anomaly detection
- support vector machine
- decision trees
- intrusion detection system
- text classification
- network security
- traffic volume
- internet traffic
- supervised learning
- computer networks
- unstructured peer to peer
- feature selection
- network monitoring
- data mining
- network intrusion detection
- traffic data
- unsupervised learning
- network resources
- network bandwidth
- active learning
- training set
- traffic analysis
- traffic engineering
- detecting anomalous
- information systems
- probabilistic model
- network management
- bayesian networks
- feature extraction