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FastSecNet: An Efficient Cryptographic Framework for Private Neural Network Inference

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2 Published in 2023 at "IEEE Transactions on Information Forensics and Security"

DOI: 10.1109/tifs.2023.3262149

Abstract: Private neural network inference has demonstrated great importance in various privacy-critical scenarios. However, the primary challenge remaining in prior works is that the evaluation on encrypted data levies prohibitively high runtime and communication overhead. In… read more here.

Keywords: neural network; fastsecnet; network; private neural ... See more keywords