A Privacy-Preserving Machine Learning Scheme Using EtC Images

A Privacy-Preserving Machine Learning Scheme Using EtC Images

17 July 2020

Hitoshi Kiya

Papers citing "A Privacy-Preserving Machine Learning Scheme Using EtC Images"

8 / 8 papers shown

Title
An Encryption Method of ConvMixer Models without Performance Degradation Ryota Iijima Hitoshi Kiya 23 1 0 25 Jul 2022
Image and Model Transformation with Secret Key for Vision Transformer Hitoshi Kiya Ryota Iijima Maungmaung Aprilpyone Yuma Kinoshita ViT 36 21 0 12 Jul 2022
A Pixel-based Encryption Method for Privacy-Preserving Deep Learning Models Ijaz Ahmad Seokjoo Shin 17 6 0 31 Mar 2022
An Overview of Compressible and Learnable Image Transformation with Secret Key and Its Applications Hitoshi Kiya AprilPyone Maungmaung Yuma Kinoshita Shoko Imaizumi Sayaka Shiota 27 58 0 26 Jan 2022
A Protection Method of Trained CNN Model Using Feature Maps Transformed With Secret Key From Unauthorized Access Maungmaung Aprilpyone Hitoshi Kiya 16 5 0 01 Sep 2021
Piracy-Resistant DNN Watermarking by Block-Wise Image Transformation with Secret Key Maungmaung Aprilpyone Hitoshi Kiya 8 17 0 09 Apr 2021
Generation of Gradient-Preserving Images allowing HOG Feature Extraction Masaki Kitayama Hitoshi Kiya 15 2 0 03 Apr 2021
Image Transformation Network for Privacy-Preserving Deep Neural Networks and Its Security Evaluation Hiroki Ito Yuma Kinoshita Hitoshi Kiya 32 16 0 07 Aug 2020