A novel fuzzy vault scheme based on the feature level fusion of fingerprint and face features
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 fu...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | zho |
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Beijing Xintong Media Co., Ltd
2018-10-01
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| Series: | Dianxin kexue |
| Subjects: | |
| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2018205/ |
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| _version_ | 1841530424582471680 |
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| author | Xun LI Lin YOU Jiahao LIANG Chunhui YAN |
| author_facet | Xun LI Lin YOU Jiahao LIANG Chunhui YAN |
| author_sort | Xun LI |
| collection | DOAJ |
| description | 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. |
| format | Article |
| id | doaj-art-1535c8474bf3466dbd0e96aeb379e036 |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2018-10-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-1535c8474bf3466dbd0e96aeb379e0362025-01-15T03:03:57ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012018-10-0134728459593401A novel fuzzy vault scheme based on the feature level fusion of fingerprint and face featuresXun LILin YOUJiahao LIANGChunhui YANAiming 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.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2018205/fuzzy vaultfingerprint featureface featuretemplate protectionidentity authentication |
| spellingShingle | Xun LI Lin YOU Jiahao LIANG Chunhui YAN A novel fuzzy vault scheme based on the feature level fusion of fingerprint and face features Dianxin kexue fuzzy vault fingerprint feature face feature template protection identity authentication |
| title | A novel fuzzy vault scheme based on the feature level fusion of fingerprint and face features |
| title_full | A novel fuzzy vault scheme based on the feature level fusion of fingerprint and face features |
| title_fullStr | A novel fuzzy vault scheme based on the feature level fusion of fingerprint and face features |
| title_full_unstemmed | A novel fuzzy vault scheme based on the feature level fusion of fingerprint and face features |
| title_short | A novel fuzzy vault scheme based on the feature level fusion of fingerprint and face features |
| title_sort | novel fuzzy vault scheme based on the feature level fusion of fingerprint and face features |
| topic | fuzzy vault fingerprint feature face feature template protection identity authentication |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2018205/ |
| work_keys_str_mv | AT xunli anovelfuzzyvaultschemebasedonthefeaturelevelfusionoffingerprintandfacefeatures AT linyou anovelfuzzyvaultschemebasedonthefeaturelevelfusionoffingerprintandfacefeatures AT jiahaoliang anovelfuzzyvaultschemebasedonthefeaturelevelfusionoffingerprintandfacefeatures AT chunhuiyan anovelfuzzyvaultschemebasedonthefeaturelevelfusionoffingerprintandfacefeatures AT xunli novelfuzzyvaultschemebasedonthefeaturelevelfusionoffingerprintandfacefeatures AT linyou novelfuzzyvaultschemebasedonthefeaturelevelfusionoffingerprintandfacefeatures AT jiahaoliang novelfuzzyvaultschemebasedonthefeaturelevelfusionoffingerprintandfacefeatures AT chunhuiyan novelfuzzyvaultschemebasedonthefeaturelevelfusionoffingerprintandfacefeatures |