OTB-morph: One-time Biometrics via Morphing
文献类型：期刊论文
| 作者 | Mahdi Ghafourian; Julian Fierrez; Ruben Vera-Rodriguez; Aythami Morales; Ignacio Serna |
| 刊名 | Machine Intelligence Research
 |
| 出版日期 | 2023 |
| 卷号 | 20期号:6页码:855-871 |
| 关键词 | Biometrics, face recognition, template protection, morphing, security |
| ISSN号 | 2731-538X |
| DOI | 10.1007/s11633-023-1432-x |
| 英文摘要 | Cancelable biometrics are a group of techniques to transform the input biometric to an irreversible feature intentionally using a transformation function and usually a key in order to provide security and privacy in biometric recognition systems. This transformation is repeatable enabling subsequent biometric comparisons. This paper introduces a new idea to be exploited as a transformation function for cancelable biometrics aimed at protecting templates against iterative optimization attacks. Our proposed scheme is based on time-varying keys (random biometrics in our case) and morphing transformations. An experimental implementation of the proposed scheme is given for face biometrics. The results confirm that the proposed approach is able to withstand leakage attacks while improving the recognition performance. |
| 源URL | [http://ir.ia.ac.cn/handle/173211/56014]  |
| 专题 | 自动化研究所_学术期刊_International Journal of Automation and Computing |
| 作者单位 | Biometrics and Data Pattern Analytics Laboratory (BiDA Lab), Universidad Autonoma de Madrid, Madrid 28049, Spain |
| 推荐引用方式 GB/T 7714 | Mahdi Ghafourian,Julian Fierrez,Ruben Vera-Rodriguez,et al. OTB-morph: One-time Biometrics via Morphing[J]. Machine Intelligence Research,2023,20(6):855-871. |
| APA | Mahdi Ghafourian,Julian Fierrez,Ruben Vera-Rodriguez,Aythami Morales,&Ignacio Serna.(2023).OTB-morph: One-time Biometrics via Morphing.Machine Intelligence Research,20(6),855-871. |
| MLA | Mahdi Ghafourian,et al."OTB-morph: One-time Biometrics via Morphing".Machine Intelligence Research 20.6(2023):855-871. |
入库方式： OAI收割
来源：自动化研究所
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