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: Proc. Priv. Enhancing Technol. (2024)
Keyphrases
- evaluation methodology
- biometric data
- privacy preserving
- biometric template
- privacy protection
- differential privacy
- security systems
- evaluation methods
- test set
- test collection
- biometric authentication
- poor quality
- evaluation measures
- security level
- biometric systems
- security mechanisms
- security issues
- data sets
- evaluation metrics
- high quality
- fingerprint identification
- web search
- information retrieval