Intrusion Detection Based on Sampling and Improved OVA Technique on Imbalanced Data.
Yongfei LiuHong LiWenyuan ZhangFei LvShuaizong SiPublished in: CSCWD (2023)
Keyphrases
- intrusion detection
- imbalanced data
- intrusion detection system
- sampling methods
- network security
- anomaly detection
- network traffic
- ensemble methods
- network intrusion detection
- class imbalance
- class distribution
- linear regression
- random forest
- support vector machine
- data mining
- detecting anomalous
- random sampling
- classification models
- decision trees
- multi class classification
- base classifiers
- ensemble classifier
- prediction accuracy
- data mining techniques
- minority class
- knowledge discovery