RST-RF: A Hybrid Model based on Rough Set Theory and Random Forest for Network Intrusion Detection.
Jianguo JiangQiwen WangZhixin ShiBin LvBiao QiPublished in: ICCSP (2018)
Keyphrases
- rough set theory
- random forest
- network intrusion detection
- rough sets
- intrusion detection
- anomaly detection
- decision trees
- decision rules
- attribute reduction
- decision table
- rough sets theory
- knowledge discovery
- fraud detection
- feature set
- intrusion detection system
- fold cross validation
- information entropy
- ensemble learning
- data analysis
- data mining
- network traffic
- ensemble methods
- base classifiers
- concept lattice
- data sets
- feature extraction
- knn
- multi label
- support vector machine