Publication: Fuzzy Vault scheme based on fixed-length templates applied to dynamic signature verification
Loading...
Identifiers
Publication date
2020-01-09
Defense date
Advisors
Tutors
Journal Title
Journal ISSN
Volume Title
Publisher
IEEE
Impact
Export
Abstract
As a consequence of the wide deployment of biometrics-based recognition systems, there are increasing concerns about the security of the sensitive information managed. Various techniques have been proposed in the literature for the biometric templates protection (BTP), having gained great popularity the crypto-biometric systems. In the present paper we propose the implementation of a Fuzzy Vault (FV) scheme based on fixed-length templates with application to dynamic signature verification (DSV), where only 15 global features of the signature are considered to form the templates. The performance of the proposed system is evaluated using three databases: a proprietary collection of signatures, and the publicly available databases MCYT and BioSecure. The experimental results show very similar verification performance compared to an equivalent unprotected system.
Description
Keywords
Biometrics, Biometric cryptosystem, Dynamic handwritten signature, Fuzzy vault, Key binding, Template protection
Bibliographic citation
Ponce-Hernandez, W., Blanco-Gonzalo, R., Liu-Jimenez, J. & Sanchez-Reillo, R. (2020). Fuzzy Vault Scheme Based on Fixed-Length Templates Applied to Dynamic Signature Verification. IEEE Access, 8, 11152–11164.