GSFI_SMOTE: a hybrid multiclass classifier for minority attack detection in internet of things network.
Geeta SinghNeelu KharePublished in: Int. J. Ad Hoc Ubiquitous Comput. (2021)
Keyphrases
- multi class
- multiclass classification
- binary classifiers
- attack detection
- multi class classifier
- support vector machine
- cost sensitive classification
- multiclass problems
- error correcting output codes
- binary classification problems
- cost sensitive
- class distribution
- feature selection
- minority class
- binary classification
- pairwise
- training set
- training data
- multistage
- intrusion detection system
- base classifiers
- cost sensitive learning
- cyber attacks
- data mining
- class imbalanced
- multi task
- svm classifier
- support vector machine svm
- rough sets
- classification accuracy
- feature vectors
- feature space
- learning algorithm