Towards the Deployment of Machine Learning Solutions in Network Traffic Classification: A Systematic Survey.
Fannia PachecoErnesto ExpositoMathieu GinesteCédric BaudoinJosé AguilarPublished in: IEEE Commun. Surv. Tutorials (2019)
Keyphrases
- network traffic
- machine learning
- intrusion detection
- anomaly detection
- pattern recognition
- network security
- text classification
- feature selection
- traffic volume
- traffic analysis
- support vector machine
- decision trees
- network bandwidth
- supervised learning
- traffic data
- computer networks
- intrusion detection system
- knowledge discovery
- network traffic data
- network intrusion detection
- model selection
- network monitoring
- internet traffic
- unsupervised learning
- network management
- network resources
- traffic patterns
- reinforcement learning
- detecting anomalous
- real world
- long range dependence
- malicious code
- cost sensitive
- information extraction
- active learning
- data analysis
- training data
- learning algorithm
- data mining