ZeroBio - Evaluation and development of asymmetric fingerprint authentication system using oblivious neural network evaluation protocol

Kei Nagai, Hiroaki Kikuchi, Wakaha Ogata, Masakatsu Nishigaki

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Abstract

We propose a cryptographic protocol for biometrics authentication without revealing personal biometrical data against malicious verifier. Our protocol uses a neural network and zero-knowledge interactive proof. In this paper, we developed a sample implementation system of our proposed protocol and we evaluate the performance and the accuracy of the proposed protocol. Especially, we study several algorithms for feature extraction of minutiae of fingerprint which is appropriate to our protocol. We examine false acceptance rates and rejection rates.

Original languageEnglish
Title of host publicationProceedings - The Second International Conference on Availability, Reliability and Security, ARES 2007
Pages1155-1159
Number of pages5
DOIs
Publication statusPublished - 29 Aug 2007
Event2nd International Conference on Availability, Reliability and Security, ARES 2007 - Vienna, Australia
Duration: 10 Apr 200713 Apr 2007

Publication series

NameProceedings - Second International Conference on Availability, Reliability and Security, ARES 2007

Conference

Conference2nd International Conference on Availability, Reliability and Security, ARES 2007
CountryAustralia
CityVienna
Period10/04/0713/04/07

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Nagai, K., Kikuchi, H., Ogata, W., & Nishigaki, M. (2007). ZeroBio - Evaluation and development of asymmetric fingerprint authentication system using oblivious neural network evaluation protocol. In Proceedings - The Second International Conference on Availability, Reliability and Security, ARES 2007 (pp. 1155-1159). [4159921] (Proceedings - Second International Conference on Availability, Reliability and Security, ARES 2007). https://doi.org/10.1109/ARES.2007.162