Ensemble Learning Based Big Data Classification for Intrusion Detection.
Kamel Yasmine KamelFarah JemiliRahma MeddebPublished in: ISDA (1) (2022)
Keyphrases
- intrusion detection
- big data
- ensemble learning
- generalization ability
- intrusion detection system
- anomaly detection
- network traffic
- ensemble methods
- support vector
- decision trees
- data mining techniques
- cloud computing
- machine learning
- pattern recognition
- data analysis
- feature selection
- supervised learning
- data processing
- business intelligence
- support vector machine svm
- data mining
- random forest
- base classifiers
- data warehousing
- machine learning methods
- classification algorithm
- feature extraction
- social media
- feature vectors
- learning algorithm
- information retrieval
- concept drift
- unsupervised learning
- neural network
- data management
- information systems
- social networks
- support vector machine
- knowledge discovery
- feature space