Malware detection using augmented naive Bayes with domain knowledge and under presence of class noise.
Ismahani Binti IsmailMuhammad Nadzir MarsonoSulaiman Mohd NorPublished in: Int. J. Inf. Comput. Secur. (2014)
Keyphrases
- malware detection
- domain knowledge
- class noise
- augmented naive bayes
- noise model
- anomaly detection
- data quality
- learning algorithm
- naive bayes
- bayesian networks
- data sets
- class imbalance
- machine learning
- noisy data
- imbalanced data
- naive bayes classifier
- databases
- reinforcement learning
- feature extraction
- noise level
- probabilistic model
- prior knowledge
- data analysis