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Towards a machine learning based identifier-free face cryptosystem

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thesis
posted on 05.07.2021, 04:10 by XINGBO DONG
Security and privacy are two major concerns for a biometric system. However, protecting users' privacy, ensuring security, and maintaining biometric convenience is still a big challenge. Systematic research has been conducted to address those issues, and a secured and privacy-preserving face identification system is invented in this thesis. The proposed algorithm and method can be used in the key management system, border control system, bank customer authentication scenarios.

History

Campus location

Malaysia

Principal supervisor

Jin Zhe

Additional supervisor 1

Wong Kok Sheik

Year of Award

2021

Department, School or Centre

School of Information Technology (Monash University Malaysia)

Course

Doctor of Philosophy

Degree Type

DOCTORATE

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