Online IRC botnet detection using a SOINN classifier.
Francesco CarpineClaudio MazzarielloCarlo SansonePublished in: ICC Workshops (2013)
Keyphrases
- detection method
- detection algorithm
- support vector machine classifier
- automatic detection
- decision trees
- false positives
- object detection
- online learning
- false alarms
- detection rate
- training data
- data sets
- false negative
- feature set
- real time
- training set
- machine learning
- feature selection
- boosted classifiers
- peer to peer
- feature extraction and classification
- discriminative classifiers
- neural network
- detection accuracy
- network security
- website
- event detection
- classification algorithm
- feature space
- class labels
- support vector machine
- training samples