Classification of ransomware families with machine learning based on N-gram of opcodes.
Hanqi ZhangXi XiaoFrancesco MercaldoShiguang NiFabio MartinelliArun Kumar SangaiahPublished in: Future Gener. Comput. Syst. (2019)
Keyphrases
- n gram
- machine learning
- text classification
- machine learning methods
- bag of words
- decision trees
- machine learning algorithms
- language model
- language independent
- support vector machine
- language modelling
- feature selection
- variable length
- artificial intelligence
- classification accuracy
- text mining
- data analysis
- support vector
- feature vectors
- image classification
- supervised learning
- active learning
- natural language processing
- language modeling
- part of speech
- word segmentation
- text categorization
- knowledge discovery
- test collection
- information extraction
- information retrieval
- neural network