most citedCaRENets: Compact and Resource-Efficient CNN for Homomorphic Inference on Encrypted Medical Images

14 citations · 16 across the 2 of their papers we have counts for

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cs.CR2019★ 14 cited

CaRENets: Compact and Resource-Efficient CNN for Homomorphic Inference on Encrypted Medical Images

Jin Chao, Ahmad Al Badawi, Balagopal Unnikrishnan +9

Convolutional neural networks (CNNs) have enabled significant performance leaps in medical image classification tasks. However, translating neural network models for clinical appli…

cs.CR2018

Towards the AlexNet Moment for Homomorphic Encryption: HCNN, theFirst Homomorphic CNN on Encrypted Data with GPUs

Ahmad Al Badawi, Jin Chao, Jie Lin +6

Deep Learning as a Service (DLaaS) stands as a promising solution for cloud-based inference applications. In this setting, the cloud has a pre-learned model whereas the user has sa…