Federated micro-expression mining and multi-modal metadata fusion for Deepfake fraud detection in ubiquitous financial video-KYC systems at IoT network

Introduction & Problem Statement- The increasing sophistication of AI-generated deepfakes poses significant challenges for financial video-KYC systems, where identity verification relies on accurate and real-time analysis of user biometrics. Traditional centralized and unimodal detection models...

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Huvudupphov:	Romil Rawat, Anjali Rawat, Shweta Gupta, A. Samson Arun Raj, T.M. Thiyagu, Hitesh Rawat, Anand Rajavat
Materialtyp:	Artigo
Språk:	Inglês
Utgiven:	Elsevier 2026-03-01
Serie:	Franklin Open
Ämnen:	Deepfake detection Federated learning Micro-expression analysis Multi-modal fusion Video-KYC IoT Security
Länkar:	http://www.sciencedirect.com/science/article/pii/S2773186326000393
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