Abstract
A theoretical result relating the maximum achievable security of the family of biometric template protection systems known as key-binding systems to the recognition performance of a biometric recognition system that is optimal in Neyman-Pearson sense is derived. The relation allows for the computation of the maximum achievable key length from the Receiver Operating Characteristic (ROC) of the optimal biometric recognition system. Illustrative examples that demonstrate how the shape of the ROC impacts the security of a template protection system are presented and discussed.
| Original language | English |
|---|---|
| Title of host publication | 2015 International Conference on Biometrics (ICB 2015) |
| Subtitle of host publication | Phuket, Thailand, 19-22 May 2015 |
| Place of Publication | Piscataway, NJ |
| Publisher | IEEE |
| Pages | 311-318 |
| Number of pages | 8 |
| ISBN (Print) | 978-1-4799-7824-3 |
| DOIs | |
| Publication status | Published - 19 May 2015 |
| Event | 8th IAPR International Conference on Biometrics, ICB 2015 - Phuket, Thailand Duration: 19 May 2015 → 22 May 2015 Conference number: 8 http://icb2015.org/ |
Conference
| Conference | 8th IAPR International Conference on Biometrics, ICB 2015 |
|---|---|
| Abbreviated title | ICB |
| Country | Thailand |
| City | Phuket |
| Period | 19/05/15 → 22/05/15 |
| Internet address |
Keywords
- SCS-Safety
- Key Binding
- EWI-26119
- Biometric Template Protection
- IR-96319
- Mutual information
- Entropy
- METIS-312658
- Biometrics
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Cite this
Veldhuis, R. N. J. (2015). The relation between the secrecy rate of biometric template protection and biometric recognition performance. In 2015 International Conference on Biometrics (ICB 2015): Phuket, Thailand, 19-22 May 2015 (pp. 311-318). Piscataway, NJ: IEEE. https://doi.org/10.1109/ICB.2015.7139055