Abstract
With the emergence and extensive deployment of biometric-based user authentication system, ensuring the security of biometric template is becoming a growing concern in the research community. One approach to securing template is to transform the original biometric features into a non-invertible form and to use it for a person’s authentication. Registration-based template protection schemes require an accurate alignment of the enrolled and the query images, which is very difficult to achieve. To overcome the alignment issue, registration-free template protection approaches have been proposed that rely on local features such as minutiae details in a fingerprint image. In this paper, we develop an alignment-free fingerprint template protection technique which extracts the rotation and translation invariant features from the neighbouring region of each minutia and then exploits the neighbourhood information to achieve the non-invertible property. Evaluation of the proposed scheme on FVC2002 DB1-B shows that the new method exhibits satisfactory performance in terms of recognition accuracy, computational complexity, and security.
| Original language | English |
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| Title of host publication | International conference on applications and techniques in cyber security and intelligence |
| Subtitle of host publication | Applications and techniques in cyber security and intelligence |
| Editors | Jemal Abawajy, Kim-Kwang Raymond Choo, Rafiqul Islam |
| Place of Publication | Cham, Switzerland |
| Publisher | Springer-Verlag London Ltd. |
| Pages | 256-265 |
| Number of pages | 10 |
| Volume | 580 |
| ISBN (Electronic) | 9783319670713 |
| ISBN (Print) | 9783319670706 |
| DOIs | |
| Publication status | Published - 01 Jan 2018 |
| Event | 2017 International Conference on Applications and Techniques in Cyber Intelligence (ATCI) - Zhejiang Business Technology Institute, Ningbo, China Duration: 16 Jun 2017 → 18 Jun 2017 https://web.archive.org/web/20170228045429/http://aibd.us/ (Conference site) https://link.springer.com/book/10.1007/978-3-319-67071-3#bibliographic-information (Conference proceedings) |
Publication series
| Name | Advances in Intelligent Systems and Computing |
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| Volume | 580 |
| ISSN (Print) | 2194-5357 |
| ISSN (Electronic) | 2194-5365 |
Conference
| Conference | 2017 International Conference on Applications and Techniques in Cyber Intelligence (ATCI) |
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| Country/Territory | China |
| City | Ningbo |
| Period | 16/06/17 → 18/06/17 |
| Other | The 2017 International Conference on Applications and Techniques in Cyber Security and Intelligence focuses on all aspects on techniques and applications in cyber and electronics security and intelligence research. The purpose of ATCI 2017 is to provide a forum for presentation and discussion of innovative ideas, cutting edge research results, and novel techniques, methods and applications on all aspects of cyber and electronics security and intelligence. As in previous years, the conference intends to attract the cyber security and cyber intelligence (e.g. big data) research community from around the world. Each submission will be reviewed by at least three independent experts, and the acceptance rate will be below 30%. We will invite three internationally renowned keynote speakers for this conference. |
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