NFGen: Automatic Non-linear Function Evaluation Code Generator for
General-purpose MPC Platforms

NFGen: Automatic Non-linear Function Evaluation Code Generator for General-purpose MPC Platforms

18 October 2022

Mingchun Zhuang

Papers citing "NFGen: Automatic Non-linear Function Evaluation Code Generator for General-purpose MPC Platforms"

8 / 8 papers shown

Title
$$\textit{Comet:}$ A $\underline{Com}$munication-$\underline{e}$fficient and Performant Approxima$\underline{t}$ion for Private Transformer Inference$ $\textit{Comet:}$ A $\underline{Com}$ munication- $\underline{e}$ fficient and Performant Approxima $\underline{t}$ ion for Private Transformer Inference Xiangrui Xu Qiao Zhang R. Ning Chunsheng Xin Hongyi Wu 38 5 0 24 May 2024
OPAF: Optimized Secure Two-Party Computation Protocols for Nonlinear Activation Functions in Recurrent Neural Network Qian Feng Zhihua Xia Zhifeng Xu Jiasi Weng Jian Weng 27 0 0 01 Mar 2024
Spin: An Efficient Secure Computation Framework with GPU Acceleration Wuxuan Jiang Xiangjun Song Shenbai Hong Haijun Zhang Wenxin Liu Bo Zhao Wei Xu Yi Li 23 1 0 04 Feb 2024
NeuJeans: Private Neural Network Inference with Joint Optimization of Convolution and FHE Bootstrapping Jae Hyung Ju Jaiyoung Park Jongmin Kim Minsik Kang Donghwan Kim Jung Hee Cheon Jung Ho Ahn FedML 33 7 0 07 Dec 2023
Compact: Approximating Complex Activation Functions for Secure Computation Mazharul Islam Sunpreet S. Arora Rahul Chatterjee Peter Rindal Maliheh Shirvanian 29 4 0 09 Sep 2023
East: Efficient and Accurate Secure Transformer Framework for Inference Yuanchao Ding Hua Guo Yewei Guan Weixin Liu Jiarong Huo Zhenyu Guan Xiyong Zhang 22 17 0 19 Aug 2023
DeepReShape: Redesigning Neural Networks for Efficient Private Inference N. Jha Brandon Reagen 36 10 0 20 Apr 2023
CryptGPU: Fast Privacy-Preserving Machine Learning on the GPU Sijun Tan Brian Knott Yuan Tian David J. Wu BDL FedML 57 183 0 22 Apr 2021