Training Large Scale Polynomial CNNs for E2E Inference over Homomorphic Encryption

26 April 2023

Papers citing "Training Large Scale Polynomial CNNs for E2E Inference over Homomorphic Encryption"

7 / 7 papers shown

Title
Encryption-Friendly LLM Architecture Donghwan Rho Taeseong Kim Minje Park Jung Woo Kim Hyunsik Chae Jung Hee Cheon Ernest K. Ryu 52 1 0 24 Feb 2025
High-Resolution Convolutional Neural Networks on Homomorphically Encrypted Data via Sharding Ciphertexts Vivian Maloney R. Obrecht V. Saraph P. Rama K. Tallaksen 11 1 0 15 Jun 2023
Privacy-Preserving Text Classification on BERT Embeddings with Homomorphic Encryption Garam Lee Minsoo Kim J. Park Seung-won Hwang Jung Hee Cheon 38 15 0 05 Oct 2022
CryptGPU: Fast Privacy-Preserving Machine Learning on the GPU Sijun Tan Brian Knott Yuan Tian David J. Wu BDL FedML 52 181 0 22 Apr 2021
CrypTFlow2: Practical 2-Party Secure Inference Deevashwer Rathee Mayank Rathee Nishant Kumar Nishanth Chandran Divya Gupta Aseem Rastogi Rahul Sharma 75 301 0 13 Oct 2020
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 261 10,106 0 16 Nov 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 244 35,884 0 25 Aug 2016