Distributed denial of service attack detection using Naive Bayes Classifier through Info Gain Feature Selection.
Ningombam Anandshree SinghKhundrakpam Johnson SinghTanmay DePublished in: ICIA (2016)
Keyphrases
- naive bayes classifier
- attack detection
- feature selection
- naive bayes
- text classification
- multistage
- ddos attacks
- support vector machine
- text categorization
- intrusion detection system
- classification accuracy
- feature reduction
- cyber attacks
- feature set
- decision trees
- feature space
- training data
- model selection
- dimensionality reduction
- feature extraction
- continuous variables
- machine learning
- intrusion detection
- unlabeled data
- feature vectors
- countermeasures
- rough sets
- bayesian networks