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.
|Title of host publication||International Conference on Applications and Techniques in Cyber Security and Intelligence - Applications and Techniques in Cyber Security and Intelligence|
|Editors||Jemal Abawajy, Kim-Kwang Raymond Choo, Rafiqul Islam|
|Publisher||Springer-Verlag London Ltd.|
|Number of pages||10|
|Publication status||Published - 01 Jan 2018|
|Event||International Conference on Applications and Techniques in Cyber Security and Intelligence: ATCSI 2017 - Zhejiang Business Technology Institute, Ningbo, China|
Duration: 16 Jun 2017 → 18 Jun 2017
http://aibd.us/ (Conference website)
https://www.springer.com/us/book/9783319670706 (Conference proceedings)
|Name||Advances in Intelligent Systems and Computing|
|Conference||International Conference on Applications and Techniques in Cyber Security and Intelligence|
|Period||16/06/17 → 18/06/17|
|Other||The 2017 International Conference on Applications and Techniques in Cyber Intelligence (ATCI), building on the previous successes in Guangzhou, China (2016), Dallas, USA (2015), Beijing, China (2014), and Sydney, Australia (2013), is proud to be in the 5th consecutive conference year. Previously, the event is known as the International Workshop on Applications and Techniques in Cyber Security (ATCS 2016), held in conjunction with the International Conference on Security and Privacy in Communication Networks (SecureComm). |
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.
Nazmul, R., Islam, M. R., & Chowdhury, A. R. (2018). Alignment-free fingerprint template protection technique based on minutiae neighbourhood information. In J. Abawajy, K-K. R. Choo, & R. Islam (Eds.), International Conference on Applications and Techniques in Cyber Security and Intelligence - Applications and Techniques in Cyber Security and Intelligence (Vol. 580, pp. 256-265). (Advances in Intelligent Systems and Computing; Vol. 580). Springer-Verlag London Ltd.. https://doi.org/10.1007/978-3-319-67071-3_32