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MLP-Hash: Protecting Face Templates via Hashing of Randomized Multi-Layer Perceptron
Applications of face recognition systems for authentication purposes are growing rapidly.
Biometric Template Protection for Neural-Network-based Face Recognition Systems: A Survey of Methods and Evaluation Techniques
So, we recommend a greater focus on empirical evaluations to provide more concrete insights into the irreversibility and renewability/unlinkability of face BTP methods in practice.
Towards Protecting Face Embeddings in Mobile Face Verification Scenarios
Results indicate that PolyProtect can be tuned to achieve a satisfactory trade-off between the recognition accuracy of the PolyProtected face verification system and the irreversibility of the PolyProtected templates.
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