链上交易监控用于反洗钱——你的方法是什么?
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大家好,我对加密货币合规方面还比较陌生。我正在努力理解如何有效地进行链上交易监控以实现反洗钱目的,尤其是在交易量很大的情况下。除了查看大额转账或已知的钱包黑名单之外,你们觉得哪些更细致的策略或工具能真正有效地识别可能被忽视的可疑模式或危险信号?感觉这是一个快速发展的领域,我渴望向那些有更多实践经验的人学习。
由原文自动翻译 · 阅读原文 (English)
大家好,我对加密货币合规方面还比较陌生。我正在努力理解如何有效地进行链上交易监控以实现反洗钱目的,尤其是在交易量很大的情况下。除了查看大额转账或已知的钱包黑名单之外,你们觉得哪些更细致的策略或工具能真正有效地识别可能被忽视的可疑模式或危险信号?感觉这是一个快速发展的领域,我渴望向那些有更多实践经验的人学习。
Beyond the standard tools, I've found that integrating behavioral analytics can be quite insightful. Looking at deviations from a wallet's typical transaction frequency, value, or counterparties often flags activity that a simple rule-based system might miss. Have you explored any solutions that incorporate machine learning for anomaly detection?
That's a huge area to tackle. Beyond the basics, I've found that a good heuristic-based scoring system can be really powerful for flagging potentially suspicious activity that might not be obvious with simple blacklists. Are you building something in-house or looking at third-party solutions?
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