Attacks on Image Encryption Schemes for Privacy-Preserving Deep Neural Networks

28 April 2020

Papers citing "Attacks on Image Encryption Schemes for Privacy-Preserving Deep Neural Networks"

10 / 10 papers shown

Title
Efficient Fine-Tuning with Domain Adaptation for Privacy-Preserving Vision Transformer Teru Nagamori Sayaka Shiota Hitoshi Kiya 32 1 0 10 Jan 2024
Domain Adaptation for Efficiently Fine-tuning Vision Transformer with Encrypted Images Teru Nagamori Sayaka Shiota Hitoshi Kiya 35 1 0 05 Sep 2023
Generative Model-Based Attack on Learnable Image Encryption for Privacy-Preserving Deep Learning AprilPyone Maungmaung Hitoshi Kiya FedML DiffM 24 3 0 09 Mar 2023
Privacy-Preserving Image Classification Using ConvMixer with Adaptive Permutation Matrix Zheng Qi AprilPyone Maungmaung Hitoshi Kiya PICV 33 4 0 04 Aug 2022
Security Evaluation of Compressible Image Encryption for Privacy-Preserving Image Classification against Ciphertext-only Attacks Tatsuya Chuman Hitoshi Kiya 24 0 0 17 Jul 2022
Privacy-Preserving Image Classification Using Vision Transformer Zheng Qi AprilPyone Maungmaung Yuma Kinoshita Hitoshi Kiya ViT 37 19 0 24 May 2022
Privacy-Preserving Image Classification Using Isotropic Network Maungmaung Aprilpyone Hitoshi Kiya 15 36 0 16 Apr 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
Visual Security Evaluation of Learnable Image Encryption Methods against Ciphertext-only Attacks Warit Sirichotedumrong Hitoshi Kiya AAML 17 9 0 13 Oct 2020