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Finding a needle in a haystack: A machine learning framework for anomaly detection in payment systems

We propose a flexible machine learning (ML) framework for real-time transaction monitoring in high-value payment systems (HVPS), which are central to a country’s financial infrastructure and integral to financial stability. This framework can be used by system operators and overseers to detect anoma...

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Hlavní autoři: Ajit Desai, Anneke Kosse, Jacob Sharples
Médium: Artigo
Jazyk:Inglês
Vydáno: KeAi Communications Co., Ltd. 2025-12-01
Edice:Journal of Finance and Data Science
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On-line přístup:http://www.sciencedirect.com/science/article/pii/S2405918825000157
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