Intrusion detection based on ensemble learning for big data classification.
Farah JemiliRahma MeddebOuajdi KorbaaPublished in: Clust. Comput. (2024)
Keyphrases
- intrusion detection
- big data
- ensemble learning
- generalization ability
- intrusion detection system
- network traffic
- anomaly detection
- cloud computing
- ensemble methods
- support vector machine svm
- data management
- pattern recognition
- classification accuracy
- benchmark datasets
- data mining
- feature selection
- support vector
- feature vectors
- machine learning methods
- data warehousing
- data analysis
- data processing
- classification algorithm
- decision trees
- random forest
- machine learning algorithms
- text classification
- feature space
- learning algorithm
- unsupervised learning
- supervised learning
- support vector machine
- high dimensional
- object recognition
- feature extraction
- information retrieval
- machine learning