Privacy-Preserving Machine Learning with Fully Homomorphic Encryption
for Deep Neural Network

Privacy-Preserving Machine Learning with Fully Homomorphic Encryption for Deep Neural Network

14 June 2021

Papers citing "Privacy-Preserving Machine Learning with Fully Homomorphic Encryption for Deep Neural Network"

15 / 15 papers shown

Title
EFFACT: A Highly Efficient Full-Stack FHE Acceleration Platform Yi Huang Xinsheng Gong Xiangyu Kong Dibei Chen Jianfeng Zhu ... Liangwei Li Mingyu Gao Shaojun Wei Aoyang Zhang Leibo Liu 30 0 0 22 Apr 2025
Encryption-Friendly LLM Architecture Donghwan Rho Taeseong Kim Minje Park Jung Woo Kim Hyunsik Chae Jung Hee Cheon Ernest K. Ryu 155 2 0 24 Feb 2025
Bridging Today and the Future of Humanity: AI Safety in 2024 and Beyond Shanshan Han 124 1 0 09 Oct 2024
DCT-CryptoNets: Scaling Private Inference in the Frequency Domain Arjun Roy Kaushik Roy 327 1 0 27 Aug 2024
Precise Approximation of Convolutional Neural Networks for Homomorphically Encrypted Data Junghyun Lee Eunsang Lee Joon-Woo Lee Yongjune Kim Young-Sik Kim Jong-Seon No 83 56 0 23 May 2021
nGraph-HE2: A High-Throughput Framework for Neural Network Inference on Encrypted Data Fabian Boemer Anamaria Costache Rosario Cammarota Casimir Wierzynski GNN 96 172 0 12 Aug 2019
SHE: A Fast and Accurate Deep Neural Network for Encrypted Data Qian Lou Lei Jiang 78 121 0 01 Jun 2019
SEALion: a Framework for Neural Network Inference on Encrypted Data Tim van Elsloo Giorgio Patrini Hamish Ivey-Law FedML 118 42 0 29 Apr 2019
Faster CryptoNets: Leveraging Sparsity for Real-World Encrypted Inference Edward Chou Josh Beal Daniel Levy Serena Yeung Albert Haque Li Fei-Fei 43 198 0 25 Nov 2018
Towards the AlexNet Moment for Homomorphic Encryption: HCNN, theFirst Homomorphic CNN on Encrypted Data with GPUs Ahmad Al Badawi Jin Chao Jie Lin Chan Fook Mun Sim Jun Jie B. Tan Xiao Nan Khin Mi Mi Aung V. Chandrasekhar 40 64 0 02 Nov 2018
nGraph-HE: A Graph Compiler for Deep Learning on Homomorphically Encrypted Data Fabian Boemer Yixing Lao Rosario Cammarota Casimir Wierzynski FedML 92 165 0 23 Oct 2018
Gazelle: A Low Latency Framework for Secure Neural Network Inference Chiraag Juvekar Vinod Vaikuntanathan A. Chandrakasan 36 889 0 16 Jan 2018
CryptoDL: Deep Neural Networks over Encrypted Data Ehsan Hesamifard Hassan Takabi Mehdi Ghasemi 50 377 0 14 Nov 2017
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.5K 192,638 0 10 Dec 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 217 18,534 0 06 Feb 2015

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