FinGraphFL: Financial Graph-Based Federated Learning for Enhanced Credit Card Fraud Detection

In the field of credit card fraud detection, traditional methods often struggle due to their reliance on complex manual feature engineering or their inability to adapt to rapidly changing fraud patterns. This paper introduces an innovative approach called FinGraphFL, which merges graph-based learnin...

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Hlavní autoři:	Zhenyu Xia, Suvash C. Saha
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2025-04-01
Edice:	Mathematics
Témata:	privacy preserving federated learning local federalization differential privacy
On-line přístup:	https://www.mdpi.com/2227-7390/13/9/1396
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