Personal authenticator on the basis of two-factors: Palmprint features and tokenized random data
This paper presents a novel two-factor authenticator which hashes tokenized random data and moment based palmprint features to produce a set of private binary string, coined as Discrete-Hashing code. This novel technique requires two factors (random number + authorized biometrics) credentials in ord...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Springer Berlin Heidelberg
2004
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| Subjects: | |
| Online Access: | http://shdl.mmu.edu.my/2518/ http://shdl.mmu.edu.my/2518/1/Personal%20Authenticator%20on%20the%20Basis%20of%20Two-Factors%20%20%20Palmprint%20Features%20and%20Tokenized%20Random%20Data.pdf |
| _version_ | 1848790077317054464 |
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| author | Pang, Ying Han Ngo, David Chek Ling Teoh, Andrew Ben Jin |
| author_facet | Pang, Ying Han Ngo, David Chek Ling Teoh, Andrew Ben Jin |
| author_sort | Pang, Ying Han |
| building | MMU Institutional Repository |
| collection | Online Access |
| description | This paper presents a novel two-factor authenticator which hashes tokenized random data and moment based palmprint features to produce a set of private binary string, coined as Discrete-Hashing code. This novel technique requires two factors (random number + authorized biometrics) credentials in order to access the authentication system. Absence of either factor will just handicap the progress of authentication. Besides that, Discrete-Hashing also possesses high discriminatory power, with highly correlated bit strings for intra-class data. Experimental results show that this two-factor authenticator surpasses the classic biometric authenticator in terms of verification rate. Our proposed approach provides a clear separation between genuine and imposter population distributions. This implies that Discrete-Hashing technique allows achievement of zero False Accept Rate (FAR) without jeopardizing the False Reject Rate (FRR) performance, which is hardly possible to conventional biometric systems. |
| first_indexed | 2025-11-14T18:06:53Z |
| format | Article |
| id | mmu-2518 |
| institution | Multimedia University |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T18:06:53Z |
| publishDate | 2004 |
| publisher | Springer Berlin Heidelberg |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | mmu-25182017-01-05T03:41:28Z http://shdl.mmu.edu.my/2518/ Personal authenticator on the basis of two-factors: Palmprint features and tokenized random data Pang, Ying Han Ngo, David Chek Ling Teoh, Andrew Ben Jin QA75.5-76.95 Electronic computers. Computer science This paper presents a novel two-factor authenticator which hashes tokenized random data and moment based palmprint features to produce a set of private binary string, coined as Discrete-Hashing code. This novel technique requires two factors (random number + authorized biometrics) credentials in order to access the authentication system. Absence of either factor will just handicap the progress of authentication. Besides that, Discrete-Hashing also possesses high discriminatory power, with highly correlated bit strings for intra-class data. Experimental results show that this two-factor authenticator surpasses the classic biometric authenticator in terms of verification rate. Our proposed approach provides a clear separation between genuine and imposter population distributions. This implies that Discrete-Hashing technique allows achievement of zero False Accept Rate (FAR) without jeopardizing the False Reject Rate (FRR) performance, which is hardly possible to conventional biometric systems. Springer Berlin Heidelberg 2004 Article NonPeerReviewed text en http://shdl.mmu.edu.my/2518/1/Personal%20Authenticator%20on%20the%20Basis%20of%20Two-Factors%20%20%20Palmprint%20Features%20and%20Tokenized%20Random%20Data.pdf Pang, Ying Han and Ngo, David Chek Ling and Teoh, Andrew Ben Jin (2004) Personal authenticator on the basis of two-factors: Palmprint features and tokenized random data. Lecture Notes in Computer Science, 3339. pp. 227-236. ISSN 0302-9743 http://link.springer.com/chapter/10.1007%2F978-3-540-30549-1_21 |
| spellingShingle | QA75.5-76.95 Electronic computers. Computer science Pang, Ying Han Ngo, David Chek Ling Teoh, Andrew Ben Jin Personal authenticator on the basis of two-factors: Palmprint features and tokenized random data |
| title | Personal authenticator on the basis of two-factors: Palmprint features and tokenized random data |
| title_full | Personal authenticator on the basis of two-factors: Palmprint features and tokenized random data |
| title_fullStr | Personal authenticator on the basis of two-factors: Palmprint features and tokenized random data |
| title_full_unstemmed | Personal authenticator on the basis of two-factors: Palmprint features and tokenized random data |
| title_short | Personal authenticator on the basis of two-factors: Palmprint features and tokenized random data |
| title_sort | personal authenticator on the basis of two-factors: palmprint features and tokenized random data |
| topic | QA75.5-76.95 Electronic computers. Computer science |
| url | http://shdl.mmu.edu.my/2518/ http://shdl.mmu.edu.my/2518/ http://shdl.mmu.edu.my/2518/1/Personal%20Authenticator%20on%20the%20Basis%20of%20Two-Factors%20%20%20Palmprint%20Features%20and%20Tokenized%20Random%20Data.pdf |