Enhanced Network Traffic Classification with Machine Learning Algorithms.
Ihab Ahmed NajmAhmed Hikmat SaeedB. A. AhmadSaadaldeen Rashid AhmedRavi SekharPritesh ShahB. S. VeenaPublished in: AICCONF (2024)
Keyphrases
- machine learning algorithms
- network traffic
- benchmark data sets
- machine learning methods
- machine learning
- decision trees
- predictive accuracy
- learning algorithm
- anomaly detection
- intrusion detection
- input features
- random forests
- machine learning approaches
- machine learning models
- learning problems
- network intrusion detection
- supervised machine learning algorithms
- multiclass classification
- learning models
- feature selection
- support vector
- intrusion detection system
- machine learning and data mining algorithms
- active learning
- information systems
- object recognition
- training set
- network bandwidth
- traffic data
- support vector machine
- internet traffic
- decision tree learners
- network traffic data
- standard machine learning algorithms