Utilizing the Ensemble Learning and XAI for Performance Improvements in IoT Network Attack Detection.
Chathuranga Sampath KalutharageXiaodong LiuChristos ChrysoulasOluwaseun BamgboyePublished in: ESORICS Workshops (2) (2023)
Keyphrases
- ensemble learning
- attack detection
- generalization ability
- ensemble methods
- random forest
- communication networks
- concept drift
- multistage
- network structure
- computer networks
- cyber attacks
- base classifiers
- neural network
- network traffic
- intrusion detection system
- unlabeled data
- cloud computing
- k nearest neighbor
- feature selection