Machine learning-based ransomware classification of Bitcoin transactions.
Omar DibZhenghan NanJinkua LiuPublished in: J. King Saud Univ. Comput. Inf. Sci. (2024)
Keyphrases
- machine learning
- pattern recognition
- machine learning methods
- decision trees
- text classification
- feature selection
- supervised classification
- machine learning approaches
- statistical learning
- classification systems
- automatic classification
- classification accuracy
- support vector machine
- supervised learning
- supervised machine learning
- classification process
- pattern classification
- machine learning algorithms
- unsupervised learning
- preprocessing
- classification algorithm
- feature construction
- data mining
- model selection
- image classification
- credit card
- classification models
- feature vectors
- classification scheme
- support vector
- artificial intelligence
- data sets
- transaction data
- rule learning
- learning algorithm
- inductive learning
- knowledge discovery
- kernel methods
- natural language processing
- database