Title :
Fuzzy Commitment for Function Based Signature Template Protection
Author :
Maiorana, Emanuele ; Campisi, Patrizio
Author_Institution :
Dept. of Appl. Electron., Univ. degli Studi Roma Tre, Rome, Italy
fDate :
3/1/2010 12:00:00 AM
Abstract :
In this paper we propose a biometric cryptosystem able to provide security and renewability to a function based on- line signature representation. A novel reliable signature traits selection procedure, along with a signature binarization algorithm, are introduced. Experimental results, evaluated on the public MCYT signature database, show that the proposed protected on-line signature recognition system guarantees recognition rates comparable with those of unprotected approaches, and outperforms already proposed protection schemes for signature biometrics.
Keywords :
biometrics (access control); cryptography; digital signatures; fuzzy set theory; biometric cryptosystem; function based signature template protection; fuzzy commitment; online signature recognition system; online signature representation; public MCYT signature database; reliable signature traits selection procedure; signature binarization algorithm; Biometrics; cryptosystem; error control coding; on-line signature; template protection;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2009.2038111