Modified shielding function for multi-biometric authentication and template protection / Abayomi Jegede... [et al.]
Biometrics provides a secure means of authentication because it is difficult to copy, forge, or steal biometric modalities. However, unprotected biometric data can be used to violate the security of the authentication system and the privacy of legitimate users. This paper proposes and implements a m...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Universiti Teknologi MARA Cawangan Pulau Pinang
2017
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| Subjects: | |
| Online Access: | https://ir.uitm.edu.my/id/eprint/28840/1/AJ_ABAYOMI%20JEGEDE%20EAJ%2017.pdf |
| _version_ | 1825736918371926016 |
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| author | Jegede, Abayomi Udzir, Nur Izura Abdullah, Azizol Mahmod, Ramlan |
| author_facet | Jegede, Abayomi Udzir, Nur Izura Abdullah, Azizol Mahmod, Ramlan |
| author_sort | Jegede, Abayomi |
| collection | UITM |
| description | Biometrics provides a secure means of authentication because it is difficult to copy, forge, or steal biometric modalities. However, unprotected biometric data can be used to violate the security of the authentication system and the privacy of legitimate users. This paper proposes and implements a modified shielding function which provides multi-biometric authentication, template security and user privacy simultaneously. Experimental results based on face and iris datasets obtained from CASIA Near Infra-Red face database and CASIA Iris database version 2 respectively show that the approach has good recognition accuracy (false rejection rate of 0.65% and false acceptance rate of 0.035%). Security analysis shows that the method provides better security (key length of 120 bits) and user privacy compared to previous approaches based on the generic shielding function. |
| first_indexed | 2024-03-06T02:10:09Z |
| format | Article |
| id | uitm.eprints-8840 |
| institution | Universiti Teknologi MARA |
| language | English |
| last_indexed | 2024-03-06T02:10:09Z |
| publishDate | 2017 |
| publisher | Universiti Teknologi MARA Cawangan Pulau Pinang |
| record_format | dspace |
| spelling | uitm.eprints-88402020-03-20T00:48:25Z https://ir.uitm.edu.my/id/eprint/28840/ Modified shielding function for multi-biometric authentication and template protection / Abayomi Jegede... [et al.] esteem Jegede, Abayomi Udzir, Nur Izura Abdullah, Azizol Mahmod, Ramlan T Technology (General) Information technology. Information systems Biometrics provides a secure means of authentication because it is difficult to copy, forge, or steal biometric modalities. However, unprotected biometric data can be used to violate the security of the authentication system and the privacy of legitimate users. This paper proposes and implements a modified shielding function which provides multi-biometric authentication, template security and user privacy simultaneously. Experimental results based on face and iris datasets obtained from CASIA Near Infra-Red face database and CASIA Iris database version 2 respectively show that the approach has good recognition accuracy (false rejection rate of 0.65% and false acceptance rate of 0.035%). Security analysis shows that the method provides better security (key length of 120 bits) and user privacy compared to previous approaches based on the generic shielding function. Universiti Teknologi MARA Cawangan Pulau Pinang 2017-12 Article PeerReviewed text en https://ir.uitm.edu.my/id/eprint/28840/1/AJ_ABAYOMI%20JEGEDE%20EAJ%2017.pdf Modified shielding function for multi-biometric authentication and template protection / Abayomi Jegede... [et al.]. (2017) ESTEEM Academic Journal <https://ir.uitm.edu.my/view/publication/ESTEEM_Academic_Journal/>, 13. pp. 118-128. ISSN 1675-7939 https://uppp.uitm.edu.my |
| spellingShingle | T Technology (General) Information technology. Information systems Jegede, Abayomi Udzir, Nur Izura Abdullah, Azizol Mahmod, Ramlan Modified shielding function for multi-biometric authentication and template protection / Abayomi Jegede... [et al.] |
| title | Modified shielding function for multi-biometric authentication and template protection / Abayomi Jegede... [et al.] |
| title_full | Modified shielding function for multi-biometric authentication and template protection / Abayomi Jegede... [et al.] |
| title_fullStr | Modified shielding function for multi-biometric authentication and template protection / Abayomi Jegede... [et al.] |
| title_full_unstemmed | Modified shielding function for multi-biometric authentication and template protection / Abayomi Jegede... [et al.] |
| title_short | Modified shielding function for multi-biometric authentication and template protection / Abayomi Jegede... [et al.] |
| title_sort | modified shielding function for multi biometric authentication and template protection abayomi jegede et al |
| topic | T Technology (General) Information technology. Information systems |
| url | https://ir.uitm.edu.my/id/eprint/28840/1/AJ_ABAYOMI%20JEGEDE%20EAJ%2017.pdf |
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