Alignment-Free Cancelable Iris Key Binding Scheme
The application of iris in the usage of biometric recognition systems has gain popularity over the years. It has raised the public concern on the reliability and consistency that could be achieved by using iris as part of the biometric recognition. This study aims to determine how the proposed frame...
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2020
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Online Access: | http://eprints.utar.edu.my/4223/1/1503759_FYP_report_%2D_Kai_Liang_Chng.pdf http://eprints.utar.edu.my/4223/ |
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my-utar-eprints.42232021-08-11T13:14:05Z Alignment-Free Cancelable Iris Key Binding Scheme Ch’ng, Kai Liang TJ Mechanical engineering and machinery The application of iris in the usage of biometric recognition systems has gain popularity over the years. It has raised the public concern on the reliability and consistency that could be achieved by using iris as part of the biometric recognition. This study aims to determine how the proposed framework performed when it is tested with a different database and the strength of the security. The proposed framework consists of 3 different processes, which include the Bloom Filter, Indexed First One Hashing, and the Key Binding Process. Four different databases have been used to test out the framework and the security’s strength. Initial parameters have been optimized through extensive trials with the aids of using the Taguchi Method. The three main parameters that are crucial to determine the performance and security strength have been tested and the results have been tabulated in this report. The results indicate that the database with better quality will show much more promising results in terms of performance. The strength of the security is partially dependent on the performance. The trade-off between the performance and strength of the security can be observed across four different databases. Further research with a more recent public database that shall have better quality is needed to fully identify the performance and strength of the security for the proposed methods. 2020 Final Year Project / Dissertation / Thesis NonPeerReviewed application/pdf http://eprints.utar.edu.my/4223/1/1503759_FYP_report_%2D_Kai_Liang_Chng.pdf Ch’ng, Kai Liang (2020) Alignment-Free Cancelable Iris Key Binding Scheme. Final Year Project, UTAR. http://eprints.utar.edu.my/4223/ |
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TJ Mechanical engineering and machinery Ch’ng, Kai Liang Alignment-Free Cancelable Iris Key Binding Scheme |
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The application of iris in the usage of biometric recognition systems has gain popularity over the years. It has raised the public concern on the reliability and consistency that could be achieved by using iris as part of the biometric recognition. This study aims to determine how the proposed framework performed when it is tested with a different database and the strength of the security. The proposed framework consists of 3 different processes, which include the Bloom Filter, Indexed First One Hashing, and the Key Binding Process. Four different databases have been used to test out the framework and the security’s strength. Initial parameters have been optimized through extensive trials with the aids of using the Taguchi Method. The three main parameters that are crucial to determine the performance and security strength have been tested and the results have been tabulated in this report. The results indicate that the database with better quality will show much more promising results in terms of performance. The strength of the security is partially dependent on the performance. The trade-off between the performance and strength of the security can be observed across four different databases. Further research with a more recent public database that shall have better quality is needed to fully identify the performance and strength of the security for the proposed methods. |
format |
Final Year Project / Dissertation / Thesis |
author |
Ch’ng, Kai Liang |
author_facet |
Ch’ng, Kai Liang |
author_sort |
Ch’ng, Kai Liang |
title |
Alignment-Free Cancelable Iris Key Binding Scheme |
title_short |
Alignment-Free Cancelable Iris Key Binding Scheme |
title_full |
Alignment-Free Cancelable Iris Key Binding Scheme |
title_fullStr |
Alignment-Free Cancelable Iris Key Binding Scheme |
title_full_unstemmed |
Alignment-Free Cancelable Iris Key Binding Scheme |
title_sort |
alignment-free cancelable iris key binding scheme |
publishDate |
2020 |
url |
http://eprints.utar.edu.my/4223/1/1503759_FYP_report_%2D_Kai_Liang_Chng.pdf http://eprints.utar.edu.my/4223/ |
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1709672667240464384 |
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13.188475 |