Template Protection and Renewability for Dynamic Time Warping Based Biometric Signature Verification
Emanuele Maiorana, Patrizio Campisi, Alessandro Neri · International Journal of Digital Crime and Forensics · 2009
In this article, the authors propose a protected on-line signature based biometric authentication system, where the original signature templates are protected by transforming them in a non-invertible way. Recovering the original biometrics from the stored data is thus computationally as hard as random guessing them. The transformed templates are compared employing a Dynamic Time Warping (DTW) matching strategy. The reported experimental results, evaluated on the public MCYT signature database, show that the achievable recognition rates are only slightly affected by the proposed protection scheme, which is able to guarantee the desired security and renewability for the considered biometrics.