A self-learning stream classifier for flow-based botnet detection.
Mahsa Nazemi GelianHoda MashayekhiYoosof MashayekhiPublished in: Int. J. Commun. Syst. (2019)
Keyphrases
- automatic detection
- detection algorithm
- peer to peer
- support vector machine classifier
- data streams
- object detection
- classifier systems
- false alarms
- training data
- false positives
- flow patterns
- spam detection
- network traffic
- anomaly detection
- data sets
- feature selection
- detection method
- svm classifier
- learning algorithm
- feature space
- support vector
- decision trees
- false negative
- detection accuracy
- real time
- classification accuracy
- classification rate
- detection rate
- classification algorithm
- training set
- optical flow