Research Article
Machine Learning-Based Ransomware Classification of Bitcoin Transactions
| | Research | ML model | Accuracy (%) |
| | Alhawi et al. [16] | Decision tree J48 classifier | 97.1 | | Yazdinejad et al. [34] | Long short-term memory (LSTM) | 98.0 | | Kolesnikova et al. [35] | Convolutional neural net (CNN) | 97.1 | | Our model | Extreme gradient boosting (XGBoot) | 99.08 |
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