Clustering botnet communication traffic based on n-gram feature selection.
Wei LuGoaletsa RammidiAli A. GhorbaniPublished in: Comput. Commun. (2011)
Keyphrases
- n gram
- feature selection
- text classification
- network traffic
- language model
- bag of words
- unsupervised learning
- language modelling
- language independent
- text categorization
- clustering method
- variable length
- clustering algorithm
- language modeling
- peer to peer
- anomaly detection
- ddos attacks
- mutual information
- word segmentation
- document clustering
- part of speech
- machine learning
- web documents
- viterbi algorithm
- denial of service attacks
- knn
- k means
- text mining
- feature space
- decision trees
- feature set
- inside outside algorithm