Automated Hyperparameter Tuning and Ensemble Machine Learning Approach for Network Traffic Classification.
Liwei ChenXiu SunYuchan LiMuhammad JaseemuddinBaha Uddin KaziPublished in: BMSB (2024)
Keyphrases
- network traffic
- machine learning
- intrusion detection
- pattern recognition
- model selection
- feature selection
- text classification
- decision trees
- anomaly detection
- machine learning methods
- network bandwidth
- training set
- supervised learning
- network management
- machine learning algorithms
- traffic data
- learning algorithm
- computer networks
- traffic analysis
- intrusion detection system
- support vector machine
- network monitoring
- data mining
- traffic volume
- feature extraction
- ensemble methods
- network security
- network resources
- network intrusion detection
- object recognition
- support vector
- internet traffic
- databases
- detecting anomalous
- unsupervised learning
- active learning
- feature space