A False Sense of Privacy: Towards a Reliable Evaluation Methodology for the Anonymization of Biometric Data.
Simon HanischJulian TodtJose PatinoNicholas W. D. EvansThorsten StrufePublished in: CoRR (2023)
Keyphrases
- evaluation methodology
- biometric data
- privacy preserving
- biometric template
- privacy protection
- differential privacy
- security systems
- test set
- evaluation methods
- test collection
- security level
- poor quality
- biometric systems
- evaluation measures
- query suggestion
- biometric authentication
- evaluation metrics
- security issues
- data sets
- security mechanisms
- fuzzy logic
- probabilistic model
- high quality