An Overview of Compressible and Learnable Image Transformation with
Secret Key and Its Applications

An Overview of Compressible and Learnable Image Transformation with Secret Key and Its Applications

26 January 2022

Hitoshi Kiya

AprilPyone Maungmaung

Papers citing "An Overview of Compressible and Learnable Image Transformation with Secret Key and Its Applications"

19 / 19 papers shown

Title
A Random Ensemble of Encrypted Vision Transformers for Adversarially Robust Defense Ryota Iijima Sayaka Shiota Hitoshi Kiya 36 6 0 11 Feb 2024
Efficient Fine-Tuning with Domain Adaptation for Privacy-Preserving Vision Transformer Teru Nagamori Sayaka Shiota Hitoshi Kiya 24 1 0 10 Jan 2024
Domain Adaptation for Efficiently Fine-tuning Vision Transformer with Encrypted Images Teru Nagamori Sayaka Shiota Hitoshi Kiya 29 1 0 05 Sep 2023
Security Evaluation of Compressible and Learnable Image Encryption Against Jigsaw Puzzle Solver Attacks Tatsuya Chuman Nobutaka Ono Hitoshi Kiya 23 0 0 04 Aug 2023
Enhanced Security with Encrypted Vision Transformer in Federated Learning Rei Aso Sayaka Shiota Hitoshi Kiya FedML 32 2 0 01 Aug 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
Color-NeuraCrypt: Privacy-Preserving Color-Image Classification Using Extended Random Neural Networks Zheng Qi AprilPyone Maungmaung Hitoshi Kiya 21 2 0 12 Jan 2023
A Jigsaw Puzzle Solver-based Attack on Block-wise Image Encryption for Privacy-preserving DNNs Tatsuya Chuman Hitoshi Kiya PICV AAML 16 3 0 04 Nov 2022
Access Control with Encrypted Feature Maps for Object Detection Models Teru Nagamori Hiroki Ito AprilPyone Maungmaung Hitoshi Kiya 19 2 0 29 Sep 2022
On the Transferability of Adversarial Examples between Encrypted Models Miki Tanaka Isao Echizen Hitoshi Kiya SILM 34 4 0 07 Sep 2022
An Access Control Method with Secret Key for Semantic Segmentation Models Teru Nagamori Ryota Iijima Hitoshi Kiya 24 0 0 28 Aug 2022
Privacy-Preserving Image Classification Using ConvMixer with Adaptive Permutation Matrix Zheng Qi AprilPyone Maungmaung Hitoshi Kiya PICV 33 4 0 04 Aug 2022
An Encryption Method of ConvMixer Models without Performance Degradation Ryota Iijima Hitoshi Kiya 21 1 0 25 Jul 2022
Security Evaluation of Compressible Image Encryption for Privacy-Preserving Image Classification against Ciphertext-only Attacks Tatsuya Chuman Hitoshi Kiya 21 0 0 17 Jul 2022
Image and Model Transformation with Secret Key for Vision Transformer Hitoshi Kiya Ryota Iijima Maungmaung Aprilpyone Yuma Kinoshita ViT 31 21 0 12 Jul 2022
Privacy-Preserving Image Classification Using Vision Transformer Zheng Qi AprilPyone Maungmaung Yuma Kinoshita Hitoshi Kiya ViT 29 19 0 24 May 2022
Adversarial Detector with Robust Classifier Takayuki Osakabe Maungmaung Aprilpyone Sayaka Shiota Hitoshi Kiya AAML 21 1 0 05 Feb 2022
Security Evaluation of Block-based Image Encryption for Vision Transformer against Jigsaw Puzzle Solver Attack Tatsuya Chuman Hitoshi Kiya ViT 19 4 0 01 Feb 2022
Access Control of Object Detection Models Using Encrypted Feature Maps Teru Nagamori Hiroki Ito April Pyone Maung Maung Hitoshi Kiya 8 1 0 01 Feb 2022