NeuraCrypt: Hiding Private Health Data via Random Neural Networks for Public Training

4 June 2021

Papers citing "NeuraCrypt: Hiding Private Health Data via Random Neural Networks for Public Training"

9 / 9 papers shown

Title
XNN: Paradigm Shift in Mitigating Identity Leakage within Cloud-Enabled Deep Learning Kaixin Liu Huixin Xiong Bingyu Duan Zexuan Cheng Xinyu Zhou Wanqian Zhang Xinming Zhang 31 0 0 09 Aug 2024
Efficient Fine-Tuning with Domain Adaptation for Privacy-Preserving Vision Transformer Teru Nagamori Sayaka Shiota Hitoshi Kiya 24 1 0 10 Jan 2024
Approximating ReLU on a Reduced Ring for Efficient MPC-based Private Inference Kiwan Maeng G. E. Suh 30 2 0 09 Sep 2023
Domain Adaptation for Efficiently Fine-tuning Vision Transformer with Encrypted Images Teru Nagamori Sayaka Shiota Hitoshi Kiya 29 1 0 05 Sep 2023
Bounding the Invertibility of Privacy-preserving Instance Encoding using Fisher Information Kiwan Maeng Chuan Guo Sanjay Kariyappa G. E. Suh 21 8 0 06 May 2023
Color-NeuraCrypt: Privacy-Preserving Color-Image Classification Using Extended Random Neural Networks Zheng Qi AprilPyone Maungmaung Hitoshi Kiya 21 2 0 12 Jan 2023
Privacy-Preserving Image Classification Using Isotropic Network Maungmaung Aprilpyone Hitoshi Kiya 13 36 0 16 Apr 2022
NeuraCrypt is not private Nicholas Carlini Sanjam Garg S. Jha Saeed Mahloujifar Mohammad Mahmoody Florian Tramèr MIACV 18 19 0 16 Aug 2021
The Future of Digital Health with Federated Learning Nicola Rieke Jonny Hancox Wenqi Li Fausto Milletari H. Roth ... Ronald M. Summers Andrew Trask Daguang Xu Maximilian Baust M. Jorge Cardoso OOD 174 1,709 0 18 Mar 2020