Machine learning-based ransomware classification of Bitcoin transactions

Machine learning-based ransomware classification of Bitcoin transactions

Ransomware presents a significant threat to the security and integrity of cryptocurrency transactions. This research paper explores the intricacies of ransomware detection in cryptocurrency transactions using the Bitcoinheist dataset. The dataset encompasses 28 distinct families classified into thre...

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Bibliographic Details
Main Authors: Omar Dib, Zhenghan Nan, Jinkua Liu
Format: Article
Language:English
Published: Elsevier 2024-01-01
Series:Journal of King Saud University: Computer and Information Sciences
Subjects:
Ransomware detection
Cryptocurrency transactions
BitcoinHeist dataset
Machine learning methods
Anomaly detection
Online Access:http://www.sciencedirect.com/science/article/pii/S1319157824000144

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http://www.sciencedirect.com/science/article/pii/S1319157824000144

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