IoT Network Traffic Classification Using Machine Learning Algorithms: An Experimental Analysis.
Rakesh KumarMayank SwarnkarGaurav SingalNeeraj KumarPublished in: IEEE Internet Things J. (2022)
Keyphrases
- machine learning algorithms
- network traffic
- benchmark data sets
- machine learning methods
- decision trees
- machine learning
- learning algorithm
- predictive accuracy
- intrusion detection
- anomaly detection
- machine learning approaches
- learning problems
- input features
- detecting anomalous
- random forests
- multiclass classification
- intrusion detection system
- machine learning models
- traffic data
- supervised machine learning algorithms
- standard machine learning algorithms
- network intrusion detection
- network bandwidth
- support vector
- model selection
- reinforcement learning
- active learning
- decision tree learners
- unsupervised learning
- classification algorithm