An Incremental Learning Algorithm on Imbalanced Data for Network Intrusion Detection Systems.
Mahendra DataMasayoshi AritsugiPublished in: ICCCM (2022)
Keyphrases
- imbalanced data
- incremental learning algorithm
- network intrusion detection systems
- incremental learning
- intrusion detection
- intrusion detection system
- network intrusion
- hyperplane
- support vector machine
- learning algorithm
- linear regression
- anomaly detection
- classification models
- class distribution
- feature selection
- ensemble methods
- decision boundary
- svm classifier
- decision trees
- random forest
- network intrusion detection
- sampling methods
- ensemble classifier
- data sets
- class imbalance
- support vector
- text categorization
- ensemble learning
- training data
- benchmark datasets