Network anomaly detection via similarity-aware ensemble learning with ADSim.
Wenqi ChenZhiliang WangLiyuan ChangKai WangYing ZhongDongqi HanChenxin DuanXia YinJiahai YangXingang ShiPublished in: Comput. Networks (2024)
Keyphrases
- ensemble learning
- network anomaly detection
- anomaly detection
- ensemble methods
- generalization ability
- concept drift
- network intrusion detection
- similarity measure
- self organizing maps
- random forest
- mutual subspace method
- feature selection
- base classifiers
- machine learning
- prediction accuracy
- intrusion detection
- unlabeled data
- data streams