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A Study on Adaptive Biometric Fusion Strategy and its Application on Biometric Template Protection

thesis
posted on 2024-08-15, 08:46 authored by ZHENG HUI GOH
This research explores a biometric authentication framework utilizing hashing techniques like Alignment-Free Hashing (AFH) and Index-of-Max (IoM) hashing, and feature-level fusion for template protection. It ensures robust security, accommodates diverse biometric features, and achieves high performance. Additionally, a novel key-based fusion method enhances security through the introduction of fusion key and encryption. A multimodal biometric cryptosystem, integrating AFH, IoM hashing, and the key-based fusion method, is developed, supporting various template sizes and representations. Extensive testing validates the effectiveness of the proposed schemes.

History

Campus location

Malaysia

Principal supervisor

Liang Shiuan-ni

Additional supervisor 1

Dr Jin Zhe

Additional supervisor 2

Dr Lai Yen Lung

Additional supervisor 3

A/Prof Wang Xin

Year of Award

2024

Department, School or Centre

School of Engineering (Monash University Malaysia)

Course

Doctor of Philosophy

Degree Type

DOCTORATE

Faculty

Faculty of Engineering