NgViz: detecting DNS tunnels through n-gram visualization and quantitative analysis.
Kenton BornDavid GustafsonPublished in: CSIIRW (2010)
Keyphrases
- quantitative analysis
- n gram
- language model
- qualitative analysis
- bag of words
- text classification
- language independent
- qualitative evaluation
- language modelling
- variable length
- qualitative and quantitative analysis
- language modeling
- data analysis
- part of speech
- word segmentation
- web documents
- viterbi algorithm
- inside outside algorithm
- text mining
- character n grams
- probabilistic model
- machine learning
- statistical language modeling