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Lightweight, Practical Encrypted Face Recognition with GPU Support
arXiv:2604.00546v3 Announce Type: replace Abstract: Face recognition models operate in a client-server setting where a client extracts a compact face embedding and a server performs similarity search over a template database. This raises privacy concerns, as facial data is highly sensitive. To provide cryptographic privacy guarantees, one can use fully homomorphic encryption to perform end-to-end encrypted similarity search.