Abstract
In this paper, we analyze the non-invertible property of Graph-based Hamming Embedding (GHE) for the purpose of fingerprint template protection. The GHE utilizes a set of geometrical invariant features Minutiae Vicinity Decomposition (MVD); GHE globally embeds the MVD neighborhood structure into a Hamming space via solving a graph-based optimization problem. As a result, a secure binary template is created. Pertaining to the non-invertibility, the resultant binary template is analyzed from two aspects: strong analysis and weak analysis. The result of analysis shows that the GHE template can be strongly protected from inversion.
Original language | English |
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Title of host publication | 13th International Conference on Electronics, Information, and Communication, ICEIC 2014 - Proceedings |
Publisher | Institute of Electrical and Electronics Engineers Inc. |
ISBN (Electronic) | 9781479939428 |
DOIs | |
Publication status | Published - 2014 Sep 30 |
Event | 13th International Conference on Electronics, Information, and Communication, ICEIC 2014 - Kota Kinabalu, Malaysia Duration: 2014 Jan 15 → 2014 Jan 18 |
Publication series
Name | 13th International Conference on Electronics, Information, and Communication, ICEIC 2014 - Proceedings |
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Other
Other | 13th International Conference on Electronics, Information, and Communication, ICEIC 2014 |
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Country/Territory | Malaysia |
City | Kota Kinabalu |
Period | 14/1/15 → 14/1/18 |
Bibliographical note
Publisher Copyright:© 2014 IEEE.
All Science Journal Classification (ASJC) codes
- Control and Systems Engineering
- Electrical and Electronic Engineering