Optimum-path forest stacking-based ensemble for intrusion detection.
Mateus A. BertoniGustavo H. de RosaJosé Remo Ferreira BregaPublished in: Evol. Intell. (2022)
Keyphrases
- intrusion detection
- optimum path forest
- base classifiers
- ensemble learning
- decision boundary
- intrusion detection system
- anomaly detection
- ensemble methods
- network traffic
- network intrusion detection
- network security
- decision trees
- strongly connected
- nearest neighbor classifier
- training set
- multi class
- alert correlation
- network intrusions
- data mining
- bayesian classifier
- naive bayes
- neural network
- class labels
- training samples
- support vector
- learning algorithm
- detecting anomalous
- data mining techniques
- feature set
- support vector machine
- pattern recognition
- brain tissue
- database systems
- feature selection
- network attacks