Search Results for author: Kate Tallaksen

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High-Resolution Convolutional Neural Networks on Homomorphically Encrypted Data via Sharding Ciphertexts

no code implementations15 Jun 2023 Vivian Maloney, Richard F. Obrecht, Vikram Saraph, Prathibha Rama, Kate Tallaksen

Recently, Deep Convolutional Neural Networks (DCNNs) including the ResNet-20 architecture have been privately evaluated on encrypted, low-resolution data with the Residue-Number-System Cheon-Kim-Kim-Song (RNS-CKKS) homomorphic encryption scheme.

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