An Architecture to Accelerate Computation on Encrypted Data
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DOI: 10.1109/mm.2022.3170792
Abstract: Fully homomorphic encryption (FHE) allows computing on encrypted data, enabling secure offloading of computation to untrusted servers. Though it provides ideal security, FHE is prohibitively expensive when executed in software. These overheads are a major… read more here.
Keywords: architecture accelerate; computation encrypted; accelerate computation; encrypted data ... See more keywords
An Architecture to Accelerate Convolution in Deep Neural Networks
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Circuits and Systems I: Regular Papers"
DOI: 10.1109/tcsi.2017.2757036
Abstract: In the past few years, the demand for real-time hardware implementations of deep neural networks (DNNs), especially convolutional neural networks (CNNs), has dramatically increased, thanks to their excellent performance on a wide range of recognition… read more here.
Keywords: classification; deep neural; neural networks; architecture accelerate ... See more keywords