Enhancing Malicious Activity Classification of IoT Network Traffic Characteristics using Stacked Ensemble Learning.
Fabliha Bushra IslamCosmas Ifeanyi NwakanmaJae-Min LeeDong-Seong KimPublished in: ETFA (2021)
Keyphrases
- network traffic
- ensemble learning
- generalization ability
- ensemble classifier
- intrusion detection
- malicious code
- ensemble methods
- normal traffic
- traffic patterns
- weak learners
- anomaly detection
- decision trees
- pattern recognition
- support vector machine
- support vector machine svm
- random forest
- base classifiers
- intrusion detection system
- classification accuracy
- feature selection
- malicious traffic
- benchmark datasets
- neural network
- text classification
- feature vectors
- machine learning methods
- training samples
- multi class
- ip addresses
- training set
- support vector
- learning algorithm