Stateless Malware Packet Detection by Incorporating Naive Bayes with Known Malware Signatures.
Ismahani Binti IsmailSulaiman Mohd NorMuhammad Nadzir MarsonoPublished in: Appl. Comput. Intell. Soft Comput. (2014)
Keyphrases
- naive bayes
- anti virus
- malware detection
- decision trees
- classification accuracy
- text classification
- naive bayes classifier
- logistic regression
- text categorization
- training data
- uci datasets
- bayesian networks
- classification algorithm
- uci data sets
- anomaly detection
- cost sensitive
- bayesian classifier
- naive bayesian classifier
- probability estimation
- feature selection
- conditional independence assumption
- text classifiers
- combining classifiers
- test instances
- averaged one dependence estimators
- bayesian network classifiers
- independence assumption
- locally weighted
- object detection
- naive bayes models
- boosted decision trees
- naive bayes classification
- neural network
- noisy data
- labeled data
- augmented naive bayes