Mass Removal of Botnet Attacks Using Heterogeneous Ensemble Stacking PROSIMA classifier in IoT.
Priyang Prakashchandra BhattBhaskar V. ThakkerPublished in: Int. J. Commun. Networks Inf. Secur. (2019)
Keyphrases
- ensemble learning
- combining classifiers
- multiple classifiers
- base classifiers
- denial of service attacks
- ddos attacks
- ensemble classifier
- individual classifiers
- classifier ensemble
- combining multiple
- training data
- classifier combination
- ensemble methods
- management system
- final classification
- naive bayes
- training set
- combination of multiple classifiers
- security problems
- decision trees
- generalization ability
- weak learners
- multiple classifier systems
- class labels
- random forest
- peer to peer
- majority voting
- decision tree classifiers
- countermeasures
- big data
- feature selection
- network traffic
- feature space
- feature set
- weak classifiers
- random forests
- neural network
- classification algorithm
- ensemble members
- bias variance decomposition
- security threats
- watermarking scheme
- accurate classifiers
- dos attacks
- concept drift
- classification models
- training samples
- multi class
- support vector machine
- learning algorithm