Gaussian membership-self-attention encoder fusion network (GMSAEF-Net) for the multimodal biometric recognition

This paper presents a secure and robust multimodal biometric (MB) authentication framework that synergistically combines deep learning (DL) with blockchain technology (BCT) to address the inherent limitations of unimodal systems and challenges such as feature redundancy in multimodal biometric data....

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Bibliographic Details

Published in:	Ain Shams Engineering Journal
Main Authors:	V. Gurunathan, R. Sudhakar
Format:	Article
Language:	English
Published:	Elsevier 2025-12-01
Subjects:	Multimodal Biometric (MB) Resnet50 Blockchain Technology (BT) Multimodal Fusion (MF) Optimized ResNet50 (OResNet50) model Gaussian Fuzzy Membership Self Attention Encoder Fusion (GFMSAEF)
Online Access:	http://www.sciencedirect.com/science/article/pii/S2090447925005519