Multi-class Network Intrusion Detection with Class Imbalance via LSTM & SMOTE.
Muhammad Wasim NawazRashid MunawarAhsan MehmoodMuhammad Mahboob Ur RahmanQammer H. AbbasiPublished in: CoRR (2023)
Keyphrases
- multi class
- class imbalance
- cost sensitive
- fraud detection
- class distribution
- class imbalanced
- binary classification
- cost sensitive learning
- misclassification costs
- imbalanced datasets
- minority class
- support vector machine
- imbalanced data sets
- imbalanced data
- sampling methods
- feature selection
- pairwise
- multi class classification
- base classifiers
- intrusion detection
- multi class problems
- binary classifiers
- linear classifiers
- decision trees
- benchmark datasets
- data sets