Biometrics and Privacy-Preservation: How Do They Evolve?

IEEE Open Journal of the Computer Society

Quang Nhat Tran¹  Jiankun Hu¹  Benjamin P. Turnbull¹ 

[1] UNSW Canberra, The University of New South Wales, Canberra, ACT, Australia;

关键词: Behavioral biometrics;    bio-cryptosystem;    biometrics;    cancellable biometrics;    encryption;    face;   

DOI  :  10.1109/OJCS.2021.3068385

来源: DOAJ

【 摘 要 】

The emerging field of privacy-preserving biometrics is attracting significant attention, as a paradigm that can address several of the key concerns in cryptographic authentication processes, whilst simultaneously addressing the issues of privacy. This paper contributes to the understanding of the field from following perspectives: (1) It proposes a novel and comprehensive taxonomy of privacy-preserving biometrics for the classification of the knowledge/existing literature in the field. (2) It provides a taxonomy-guided literature survey. (3) Open research problems/future works are discussed. (4) As the techniques used in privacy-preserving biometric authentication systems rely upon, or integrate with, general biometric matching techniques, a taxonomy and summary of the state-of-art biometrics matching techniques has also been developed. Such system-level knowledge organization will help produce excellent self-contained contents of reference materials for researchers in both the biometrics community and cryptography community who would otherwise have difficulty in understanding the relevant materials from the other community.

【 授权许可】

Unknown