A secure and privacy preserving iris biometric authentication scheme with matrix transformation
Biometric authentication is the use of unique human features to provide secure, reliable, friendly and convenient access to an environment or a computer installation. However, the use of biometrics as a means of authentication exposes legitimate users to security threats, privacy attacks and loss of...
| Main Authors: | , , |
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| Other Authors: | |
| Format: | Book Section |
| Language: | English |
| Published: |
Springer International Publishing
2017
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| Online Access: | http://psasir.upm.edu.my/id/eprint/63007/ http://psasir.upm.edu.my/id/eprint/63007/1/A%20secure%20and%20privacy%20preserving%20iris%20biometric%20authentication%20scheme%20with%20matrix%20transformation.pdf |
| _version_ | 1848854709826224128 |
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| author | Udzir, Nur Izura Abdullah, Azizol Mahmod, Ramlan |
| author2 | Choi, Dooho |
| author_facet | Choi, Dooho Udzir, Nur Izura Abdullah, Azizol Mahmod, Ramlan |
| author_sort | Udzir, Nur Izura |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | Biometric authentication is the use of unique human features to provide secure, reliable, friendly and convenient access to an environment or a computer installation. However, the use of biometrics as a means of authentication exposes legitimate users to security threats, privacy attacks and loss of identity. This paper proposes and implements a novel non-invertible transformation technique known as matrix transformation. Matrix transformation is a simple but powerful and effective method to achieve template revocability and prevent the recovery of original biometric data from secured templates. The approach provides a high level template security and user privacy. It is also robust against replay attack, cross matching and loss of identity. |
| first_indexed | 2025-11-15T11:14:11Z |
| format | Book Section |
| id | upm-63007 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T11:14:11Z |
| publishDate | 2017 |
| publisher | Springer International Publishing |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-630072019-05-31T06:35:34Z http://psasir.upm.edu.my/id/eprint/63007/ A secure and privacy preserving iris biometric authentication scheme with matrix transformation Udzir, Nur Izura Abdullah, Azizol Mahmod, Ramlan Biometric authentication is the use of unique human features to provide secure, reliable, friendly and convenient access to an environment or a computer installation. However, the use of biometrics as a means of authentication exposes legitimate users to security threats, privacy attacks and loss of identity. This paper proposes and implements a novel non-invertible transformation technique known as matrix transformation. Matrix transformation is a simple but powerful and effective method to achieve template revocability and prevent the recovery of original biometric data from secured templates. The approach provides a high level template security and user privacy. It is also robust against replay attack, cross matching and loss of identity. Springer International Publishing Choi, Dooho Guilley, Sylvain 2017 Book Section PeerReviewed text en http://psasir.upm.edu.my/id/eprint/63007/1/A%20secure%20and%20privacy%20preserving%20iris%20biometric%20authentication%20scheme%20with%20matrix%20transformation.pdf Udzir, Nur Izura and Abdullah, Azizol and Mahmod, Ramlan (2017) A secure and privacy preserving iris biometric authentication scheme with matrix transformation. In: Information Security Applications. Springer International Publishing, Germany, 341 - 352. ISBN 9783319565484 |
| spellingShingle | Udzir, Nur Izura Abdullah, Azizol Mahmod, Ramlan A secure and privacy preserving iris biometric authentication scheme with matrix transformation |
| title | A secure and privacy preserving iris biometric authentication scheme with matrix transformation |
| title_full | A secure and privacy preserving iris biometric authentication scheme with matrix transformation |
| title_fullStr | A secure and privacy preserving iris biometric authentication scheme with matrix transformation |
| title_full_unstemmed | A secure and privacy preserving iris biometric authentication scheme with matrix transformation |
| title_short | A secure and privacy preserving iris biometric authentication scheme with matrix transformation |
| title_sort | secure and privacy preserving iris biometric authentication scheme with matrix transformation |
| url | http://psasir.upm.edu.my/id/eprint/63007/ http://psasir.upm.edu.my/id/eprint/63007/1/A%20secure%20and%20privacy%20preserving%20iris%20biometric%20authentication%20scheme%20with%20matrix%20transformation.pdf |