Bank data protection and fraud identification based on improved adaptive federated learning and WGAN

Abstract To enhance the protection of bank data privacy, build a more secure and efficient data privacy protection system, and effectively identify transaction fraud, this study first proposes an improved adaptive data protection architecture by combining federated learning and differential privacy...

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Bibliographic Details
Main Author: Yunjiao Zheng
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-06807-y
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