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基于重加密的随机映射指纹模板保护方案

贾姗 徐正全 胡传博 王豪

通信学报2018,Vol.39Issue(2):122-134,13.
通信学报2018,Vol.39Issue(2):122-134,13.DOI:10.11959/j.issn.1000-436x.2018031

基于重加密的随机映射指纹模板保护方案

Fingerprint template protection by adopting random projection based on re-encryption

贾姗 1徐正全 2胡传博 1王豪2

作者信息

  • 1. 武汉大学测绘遥感信息工程国家重点实验室,湖北 武汉 430079
  • 2. 武汉大学地球空间信息技术协同创新中心,湖北 武汉 430079
  • 折叠

摘要

Abstract

In random projection (RP) based biometric template protection methods, the generated template and key are vulnerable to attacks, which may cause the leakage of users' privacy. To solve this problem, an improved RP-based fin-gerprint template protection method was proposed. First, based on the RP result, the proposed method divided the projec-tion domain into fingerprint matching domain and noise adding domain that were mutually independent, then fused them with two sub-matrices of the random projection matrix and saved the result as template. In addition, re-encryption mech-anism was introduced to realize secure storage and transmission of the key (RP matrix). Experimental results show that the proposed method can achieve stronger ability to resist different attacks than existing RP-based biometric template protection methods, and also guarantee high matching accuracy and revocation.

关键词

指纹隐私保护/随机映射/重加密/安全认证

Key words

fingerprint privacy protection/random projection/re-encryption/secure authentication

分类

信息技术与安全科学

引用本文复制引用

贾姗,徐正全,胡传博,王豪..基于重加密的随机映射指纹模板保护方案[J].通信学报,2018,39(2):122-134,13.

基金项目

武汉市应用基础研究计划基金资助项目(No.2017010201010114) (No.2017010201010114)

国家自然科学基金资助项目(No.41671443, No.41571426) (No.41671443, No.41571426)

国家重点基础研究发展计划("973"计划)基金资助项目(No.2011CB302306)Foundation Items: Applied Basic Research Program of Wuhan (No.2017010201010114), The National Natural Science Foundation of China (No.41671443, No.41571426), The National Basic Research Program of China (973 Program) (No.2011CB302306) ("973"计划)

通信学报

OA北大核心CSCDCSTPCD

1000-436X

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