Privacy-Preserving Image Classification Using Vision Transformer

Privacy-Preserving Image Classification Using Vision Transformer

24 May 2022

AprilPyone Maungmaung

Hitoshi Kiya

Papers citing "Privacy-Preserving Image Classification Using Vision Transformer"

12 / 12 papers shown

Title
Disposable-key-based image encryption for collaborative learning of Vision Transformer Rei Aso Sayaka Shiota Hitoshi Kiya ViT FedML 36 1 0 11 Aug 2024
Privacy-Preserving Deep Learning Using Deformable Operators for Secure Task Learning Fabian Perez Jhon Lopez Henry Arguello 29 0 0 08 Apr 2024
You Can Use But Cannot Recognize: Preserving Visual Privacy in Deep Neural Networks Qiushi Li Yan Zhang Ju Ren Qi Li Yaoxue Zhang AAML PICV 41 23 0 05 Apr 2024
Preserving Data Privacy for ML-driven Applications in Open Radio Access Networks Pranshav Gajjar Azuka J. Chiejina Vijay K. Shah 30 1 0 15 Feb 2024
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 29 1 0 10 Jan 2024
Domain Adaptation for Efficiently Fine-tuning Vision Transformer with Encrypted Images Teru Nagamori Sayaka Shiota Hitoshi Kiya 32 1 0 05 Sep 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 Privacy Preserving Method with a Random Orthogonal Matrix for ConvMixer Models Rei Aso Tatsuya Chuman Hitoshi Kiya PICV 19 0 0 10 Jan 2023
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