BriefGPT.xyz
Dec, 2023
透明和隐私:可解释人工智能和联邦学习在金融欺诈检测中的作用
Transparency and Privacy: The Role of Explainable AI and Federated Learning in Financial Fraud Detection
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Tomisin Awosika, Raj Mani Shukla, Bernardi Pranggono
TL;DR
研究介绍了使用联邦学习和可解释的人工智能的新方法来解决金融机构在欺诈检测方面面临的挑战,该方法能够在保护数据隐私的同时提高检测系统的性能,并具备透明性和可解释性。
Abstract
fraudulent transactions
and how to detect them remain a significant problem for financial institutions around the world. The need for advanced
fraud detection systems
to safeguard assets and maintain customer tru
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