Cost-Sensitive Distributed Machine Learning for NetFlow-Based Botnet Activity Detection.
Rafal KozikMarek PawlickiMichal ChorasPublished in: Secur. Commun. Networks (2018)
Keyphrases
- cost sensitive
- activity detection
- machine learning
- cost sensitive learning
- peer to peer
- active learning
- multi class
- misclassification costs
- cost sensitive classification
- support vector machine
- fraud detection
- class distribution
- naive bayes
- class imbalance
- sequence matching
- decision trees
- natural language processing
- feature selection
- data mining
- learning algorithm
- text classification
- machine learning algorithms
- machine learning methods
- model selection
- semi supervised
- reinforcement learning
- missing data
- training set
- text mining