Mitigating cyber threats through integration of feature selection and stacking ensemble learning: the LGBM and random forest intrusion detection perspective.
Amit Kumar MishraShweta PaliwalPublished in: Clust. Comput. (2023)
Keyphrases
- ensemble learning
- random forest
- intrusion detection
- cyber security
- feature set
- feature selection
- intrusion detection system
- cyber attacks
- ensemble methods
- random forests
- decision trees
- base classifiers
- anomaly detection
- network security
- ensemble classifier
- information security
- data mining
- feature ranking
- smart grid
- multi label
- feature extraction
- classification accuracy
- data mining techniques
- data sets
- machine learning
- information retrieval
- machine learning algorithms
- support vector
- feature vectors
- support vector machine
- data points