TenSEAL: A Library for Encrypted Tensor Operations Using Homomorphic Encryption

How to generate and exchange secrets

Andrew Chi-Chih Yao · 1986

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Mnist handwritten digit database

Yann LeCun, Corinna Cortes, and CJ Burges · 2010

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Somewhat practical fully homomorphic encryption

Junfeng Fan and Frederik Vercauteren · 2012

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Improved security for a ring-based fully homomorphic encryption scheme

Joppe W Bos, Kristin Lauter, Jake Loftus, and Michael Naehrig · 2013

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Algorithms in helib

Shai Halevi and Victor Shoup · 2014

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Cryptonets: Applying neural networks to encrypted data with high throughput and accuracy

Ran Gilad-Bachrach, Nathan Dowlin, Kim Laine, Kristin Lauter, Michael Naehrig, and John Wernsing · 2016

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Cnns in practice. convolutional neural networks for visual recognitio

Justin Johnson, Fei-Fei Li, and Andrej Karpathy · 2016

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Homomorphic encryption for arithmetic of approximate numbers

Jung Hee Cheon, Andrey Kim, Miran Kim, and Yongsoo Song · 2017

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High-performance fv somewhat homomorphic encryption on gpus: An implementation using cuda

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Secure outsourced matrix computation and application to neural networks

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{ \{ GAZELLE } \} : A low latency framework for secure neural network inference

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Mobilenetv2: Inverted residuals and linear bottlenecks

Mark Sandler, Andrew Howard, Menglong Zhu, Andrey Zhmoginov, and Liang-Chieh Chen · 2018

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Towards the alexnet moment for homomorphic encryption: Hcnn, the first homomorphic cnn on encrypted data with gpus

Ahmad Al Badawi, Jin Chao, Jie Lin, Chan Fook Mun, Jun Jie Sim, Benjamin Hong Meng Tan, Xiao Nan, Khin Mi Mi Aung, and Vijay Ramaseshan Chandrasekhar · 2020

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New challenges for fully homomorphic encryption

Ilaria Chillotti, Marc Joye, and Pascal Paillier · 2020

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Microsoft SEAL (release 3.6)

Microsoft SEAL · 2020

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TenSEAL (release 0.3.0)

TenSEAL · 2021

Closest in time.