Biometric Template Protection - NIST Visual Image Processing Group
Biometric Template Protection - NIST Visual Image Processing Group
Biometric Template Protection - NIST Visual Image Processing Group
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How to Assess <strong>Template</strong> <strong>Protection</strong>§ <strong>Protection</strong> goals - Evaluation criteria§ Security of PI: Hardness to find an M* (“pre-image” of PI), which can passPI- verification process§ Privacy protection ability:§ Irreversibility: Hardness to find an M*, which is very close to the original M§ Privacy leakage: Information about M contained in protected templates§ Unlinkability:§Cross matching: Personal identifiable information contained inprotected templates§Leakage amplification: Additional information about M or pre-image of PI gainedwhen combining protected templates of the same subjectA Privacy and Security Evaluation Framework for TP| Xuebing Zhou |Gaithersburg, March 09, 20127