AutoFHE: Automated Adaption of CNNs for Efficient Evaluation over FHE

12 October 2023

Papers citing "AutoFHE: Automated Adaption of CNNs for Efficient Evaluation over FHE"

12 / 12 papers shown

Title
Silenzio: Secure Non-Interactive Outsourced MLP Training Jonas Sander T. Eisenbarth 28 0 0 24 Apr 2025
Towards Building Secure UAV Navigation with FHE-aware Knowledge Distillation A. Kaushik C. Jutla N. Ratha 25 0 0 01 Nov 2024
Power-Softmax: Towards Secure LLM Inference over Encrypted Data Itamar Zimerman Allon Adir E. Aharoni Matan Avitan Moran Baruch Nir Drucker Jenny Lerner Ramy Masalha Reut Meiri Omri Soceanu 25 2 0 12 Oct 2024
Efficient Privacy-Preserving KAN Inference Using Homomorphic Encryption Zhizheng Lai Yufei Zhou Peijia Zheng Lin Chen 27 0 0 12 Sep 2024
Privacy-Preserving Diffusion Model Using Homomorphic Encryption Yaojian Chen Qiben Yan 37 4 0 09 Mar 2024
Neural Networks with (Low-Precision) Polynomial Approximations: New Insights and Techniques for Accuracy Improvement Chi Zhang Jingjing Fan Man Ho Au S. Yiu 20 1 0 17 Feb 2024
Converting Transformers to Polynomial Form for Secure Inference Over Homomorphic Encryption Itamar Zimerman Moran Baruch Nir Drucker Gilad Ezov Omri Soceanu Lior Wolf 16 14 0 15 Nov 2023
Training Large Scale Polynomial CNNs for E2E Inference over Homomorphic Encryption Moran Baruch Nir Drucker Gilad Ezov Yoav Goldberg Eyal Kushnir Jenny Lerner Omri Soceanu Itamar Zimerman 49 6 0 26 Apr 2023
DeepReShape: Redesigning Neural Networks for Efficient Private Inference N. Jha Brandon Reagen 28 10 0 20 Apr 2023
MLP-Mixer: An all-MLP Architecture for Vision Ilya O. Tolstikhin N. Houlsby Alexander Kolesnikov Lucas Beyer Xiaohua Zhai ... Andreas Steiner Daniel Keysers Jakob Uszkoreit Mario Lucic Alexey Dosovitskiy 271 2,603 0 04 May 2021
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,326 0 05 Nov 2016
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 296 39,194 0 01 Sep 2014