A novel fuzzy vault scheme based on the feature level fusion of fingerprint and face features

Xun LI; Lin YOU; Jiahao LIANG; Chunhui YAN

doi:10.11959/j.issn.1000-0801.2018205

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A novel fuzzy vault scheme based on the feature level fusion of fingerprint and face features

research and development | 更新时间：2024-06-05

- A novel fuzzy vault scheme based on the feature level fusion of fingerprint and face features
- Telecommunications Science Vol. 34, Issue 10, Pages: 72-84(2018)
- 作者机构：
- 作者简介：
- 基金信息：
- DOI：10.11959/j.issn.1000-0801.2018205
  CLC： TP309
- Published Online：2018-10，
  
  Published：20 October 2018
- 稿件说明：
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Xun LI, Lin YOU, Jiahao LIANG, et al. A novel fuzzy vault scheme based on the feature level fusion of fingerprint and face features[J]. Telecommunications science, 2018, 34(10): 72-84.
DOI：

Xun LI, Lin YOU, Jiahao LIANG, et al. A novel fuzzy vault scheme based on the feature level fusion of fingerprint and face features[J]. Telecommunications science, 2018, 34(10): 72-84. DOI： 10.11959/j.issn.1000-0801.2018205.

摘要

针对基于生物特征的模糊金库易受相关攻击导致密钥和生物特征模板丢失以及基于单生物特征的模糊金库的认证性能不可靠的问题，提出了一种新的基于指纹与人脸特征级融合的模糊金库方案。该方案对指纹特征与人脸特征分别进行不可逆变换，并基于Diffie-Hellman算法在特征级变换后将指纹与人脸特征融合为一个模板。最后，将所得的融合模板用来构建模糊金库，通过更新随机矩阵使金库具备可撤销特性，有效抵御相关攻击，实现可靠的身份认证。实验结果表明，本文方案提高了系统的可靠性和多生物特征模板的安全性。

Abstract

Aiming at the problem that the biometric feature-based fuzzy vault is vulnerable to correlation attack and the loss of key and biometric template

and the authentication performance of fuzzy vault based on single biometric feature is unreliable

a novel fuzzy vault scheme based on the feature level fusion of fingerprint and face features was proposed.This scheme carried out irreversible transformation of fingerprint features and face features

and based on the Diffie-Hellman algorithm

the transformed fingerprints and face features were fused into a template at the feature level.Finally

the fusion template was used to construct the fuzzy vault.By updating the random matrix

the vault could be revoked

which could effectively resist the correlation attacks and achieve reliable authentication.Experimental results show that the proposed scheme improves the reliability of the system and the security of multiple biometric templates.

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Keywords

references

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