ISO IEC 30136 模板保护方案性能测试.pdf

1、ISO/IEC 30136ISO/IEC 30136Performance Performance TestingTesting ofofTemplate Template ProtectionProtection SchemesSchemesMarta Gomez-BarreroBioML lab,RI CODE,Universitt der Bundeswehr MnchenInt.Face and Fingerprint Performance Conf.,2025-04-01ISO/IEC 30136 BTP EvaluationMarta Gomez-Barrero Since 20

2、23(before UAM,h_da,HSAN)Research on(but not limited to!):v Different biometric modalities,and multi-biometricsv Biometric Template Protection and Attack Detectionv Synthetic datav Explainability Chair BIOSIG Involved in EAB and ISO/IEC SC 37 More details on:https:/www.unibw.de/bioml-enhttps:/www.mar

3、ta-gomez- marta.gomez-barrerounibw.de BioML:Biometrics&Machine LearningBioML:Biometrics&Machine Learning2IFPC,2025-04-01ISO/IEC 30136 BTP EvaluationMarta Gomez-BarreroIntroductionIntroduction3IFPC,2025-04-01ISO/IEC 30136 BTP EvaluationMarta Gomez-Barrero Biometric data is classified as sensitive per

4、sonal data by the European Data Protection Regulation(GDPR)Different legislations across the globe,adding more protection:v Japan Act on the Protection of Personal Information(APPI)also includes extra-territorial protection since 2022v Australian Privacy Act is undergoing reformsv The California Con

5、sumer Privacy Act(CCPA),based on the GDPR,aims to empower consumers with new rights in order to protect their privacyv 4IFPC,2025-04-01BiometricsBiometrics&Privacy&PrivacyISO/IEC 30136 BTP EvaluationMarta Gomez-Barrero It was a common belief that the stored templates revealed no informationabout the

6、 biometric characteristics:However,biometric samples can be recovered from the storedunprotected templates5IFPC,2025-04-01Inverse biometrics attacksInverse biometrics attacksISO/IEC 30136 BTP EvaluationMarta Gomez-Barrero Based on the HC algorithms,we can reconstruct biometric samples:6IFPC,2025-04-