Ransomware classification using patch-based CNN and self-attention network on embedded N-grams of opcodes.
Bin ZhangWentao XiaoXi XiaoArun Kumar SangaiahWeizhe ZhangJiajia ZhangPublished in: Future Gener. Comput. Syst. (2020)
Keyphrases
- n gram
- text classification
- decision trees
- viterbi algorithm
- feature extraction
- bag of words
- classification accuracy
- supervised learning
- language model
- machine learning
- convolutional neural network
- language independent
- text categorization
- inside outside algorithm
- feature selection
- image classification
- co occurrence
- text mining
- feature space
- variable length
- data analysis
- part of speech
- cellular neural networks
- real world
- neural network