Enhancing Fraud Detection in Credit Card Transactions using Optimized Federated Learning Model

In recent years, credit card transaction fraud has inflicted significant losses on both consumers and financial institutions. To address this critical issue, we propose an optimized framework for fraud detection. This study deals with non-identically independent distributions (IIDs) involving differ...

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Veröffentlicht in:	International journal of advanced computer science & applications 2024-05, Vol.15 (5)
1. Verfasser:	PDF
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Algorithms Computation Credit cards Federated learning Fraud Fraud prevention Heuristic methods Machine learning Optimization Optimization algorithms Optimization techniques Recall Resampling
Online-Zugang:	Volltext
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