57 citations · 86 across the 7 of their papers we have counts for
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cs.CV2021★ 57 cited
Biometric Template Protection for Neural-Network-based Face Recognition Systems: A Survey of Methods and Evaluation Techniques
Vedrana Krivokuća Hahn, Sébastien Marcel
As automated face recognition applications tend towards ubiquity, there is a growing need to secure the sensitive face data used within these systems. This paper presents a survey…
cs.CV2021★ 28 cited
Towards Protecting Face Embeddings in Mobile Face Verification Scenarios
Vedrana Krivokuća Hahn, Sébastien Marcel
This paper proposes PolyProtect, a method for protecting the sensitive face embeddings that are used to represent people's faces in neural-network-based face verification systems.…