Analysis Techniques for Illicit Bitcoin Transactions

Abstract

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This comprehensive overview of analysis techniques for illicit Bitcoin transactions addresses both technical, machine learning approaches as well as a non-technical, legal, and governance considerations. We focus on the field of ransomware countermeasures to illustrate our points.

Keywords

• bitcoin
• machine learning
• graph analysis
• financial crime
• ransomware
• AML