Multi-Perspective Machine Learning a Classifier Ensemble Method for Intrusion Detection.
Sean T. MillerCurtis Busby-EarlePublished in: ICMLSC (2017)
Keyphrases
- intrusion detection
- ensemble methods
- multi perspective
- decision trees
- machine learning methods
- machine learning
- ensemble learning
- high detection rate
- classifier ensemble
- ensemble classifier
- multilabel classification
- intrusion detection system
- anomaly detection
- machine learning algorithms
- data mining
- base classifiers
- prediction accuracy
- network security
- network intrusion detection
- training data
- ensemble members
- network traffic
- random forest
- feature selection
- d scene
- feature subset
- support vector machine
- benchmark datasets
- learning algorithm
- active learning
- support vector
- data mining techniques
- classification models
- neural network
- pattern recognition
- feature space
- high resolution
- model selection
- multi view
- svm classifier
- image sequences
- single image
- naive bayes
- genetic algorithm
- text classification