Abstract
Recently, biometric template protection has received great attention from the research community due to the security and privacy concerns for biometric template. Although a number of biometric template protection methods have been reported, it is still a challenging task to devise a scheme which satisfies all of the four template protection criteria namely diversity, revocability, non-invertibility and performance. In this paper, a method is proposed to generate a revocable fingerprint template in terms of bit-string from a set of minutiae points via a polar grid based 3-tuple quantization technique. Two merits of the proposed method are outlined, namely alignment-free and performance. Four publicly available benchmark datasets: FVC2002 DB1, DB2 and FVC2004 DB1, DB2 are used to evaluate the performance of the proposed method. Besides, the diversity, revocability, non-invertibility criteria are also analyzed.
| Original language | English |
|---|---|
| Pages (from-to) | 6157-6167 |
| Number of pages | 11 |
| Journal | Expert Systems with Applications |
| Volume | 39 |
| Issue number | 6 |
| DOIs | |
| Publication status | Published - 2012 May 1 |
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All Science Journal Classification (ASJC) codes
- Engineering(all)
- Computer Science Applications
- Artificial Intelligence
Cite this
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Fingerprint template protection with minutiae-based bit-string for security and privacy preserving. / Jin, Zhe; Jin Teoh, Andrew Beng; Ong, Thian Song; Tee, Connie.
In: Expert Systems with Applications, Vol. 39, No. 6, 01.05.2012, p. 6157-6167.Research output: Contribution to journal › Article
TY - JOUR
T1 - Fingerprint template protection with minutiae-based bit-string for security and privacy preserving
AU - Jin, Zhe
AU - Jin Teoh, Andrew Beng
AU - Ong, Thian Song
AU - Tee, Connie
PY - 2012/5/1
Y1 - 2012/5/1
N2 - Recently, biometric template protection has received great attention from the research community due to the security and privacy concerns for biometric template. Although a number of biometric template protection methods have been reported, it is still a challenging task to devise a scheme which satisfies all of the four template protection criteria namely diversity, revocability, non-invertibility and performance. In this paper, a method is proposed to generate a revocable fingerprint template in terms of bit-string from a set of minutiae points via a polar grid based 3-tuple quantization technique. Two merits of the proposed method are outlined, namely alignment-free and performance. Four publicly available benchmark datasets: FVC2002 DB1, DB2 and FVC2004 DB1, DB2 are used to evaluate the performance of the proposed method. Besides, the diversity, revocability, non-invertibility criteria are also analyzed.
AB - Recently, biometric template protection has received great attention from the research community due to the security and privacy concerns for biometric template. Although a number of biometric template protection methods have been reported, it is still a challenging task to devise a scheme which satisfies all of the four template protection criteria namely diversity, revocability, non-invertibility and performance. In this paper, a method is proposed to generate a revocable fingerprint template in terms of bit-string from a set of minutiae points via a polar grid based 3-tuple quantization technique. Two merits of the proposed method are outlined, namely alignment-free and performance. Four publicly available benchmark datasets: FVC2002 DB1, DB2 and FVC2004 DB1, DB2 are used to evaluate the performance of the proposed method. Besides, the diversity, revocability, non-invertibility criteria are also analyzed.
UR - http://www.scopus.com/inward/record.url?scp=84856559147&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84856559147&partnerID=8YFLogxK
U2 - 10.1016/j.eswa.2011.11.091
DO - 10.1016/j.eswa.2011.11.091
M3 - Article
AN - SCOPUS:84856559147
VL - 39
SP - 6157
EP - 6167
JO - Expert Systems with Applications
JF - Expert Systems with Applications
SN - 0957-4174
IS - 6
ER -