Discriminative multinomial Naïve Bayes for network intrusion detection.
Mrutyunjaya PandaAjith AbrahamManas Ranjan PatraPublished in: IAS (2010)
Keyphrases
- network intrusion detection
- tree augmented
- bayesian network classifiers
- naive bayes
- bayes classifiers
- naive bayes classifier
- bayes classifier
- bayesian classifiers
- text classification
- intrusion detection
- anomaly detection
- fraud detection
- decision trees
- bayesian networks
- network intrusion
- classification accuracy
- cost sensitive
- feature selection
- network anomaly detection
- artificial immune
- discriminative learning
- text categorization
- intrusion detection system
- logistic regression
- network traffic
- probabilistic model
- bayesian classifier
- network traffic data
- em algorithm
- multi class
- data sets
- rule learner
- knn
- bayes net
- training data
- network intrusions
- electronic commerce
- unsupervised learning
- generative model
- expectation maximization
- learning process
- real world