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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...

詳細記述

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書誌詳細
主要な著者: Zhenyu Xia, Suvash C. Saha
フォーマット: Artigo
言語:Inglês
出版事項: MDPI AG 2025-04-01
シリーズ:Mathematics
主題:
オンライン・アクセス:https://www.mdpi.com/2227-7390/13/9/1396
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