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09/29/2021
Accelerating Encrypted Computing on Intel GPUs
Homomorphic Encryption (HE) is an emerging encryption scheme that allows...
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03/30/2021
Intel HEXL: Accelerating Homomorphic Encryption with Intel AVX512-IFMA52
Modern implementations of homomorphic encryption (HE) rely heavily on po...
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03/30/2021
Enabling Homomorphically Encrypted Inference for Large DNN Models
The proliferation of machine learning services in the last few years has...
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08/10/2020
Trustworthy AI Inference Systems: An Industry Research View
In this work, we provide an industry research view for approaching the d...
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08/12/2019
nGraph-HE2: A High-Throughput Framework for Neural Network Inference on Encrypted Data
In previous work, Boemer et al. introduced nGraph-HE, an extension to th...
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10/23/2018