Image and Model Transformation with Secret Key for Vision Transformer

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Image and Model Transformation with Secret Key for Vision Transformer

12 July 2022

Hitoshi Kiya

Maungmaung Aprilpyone

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Papers citing "Image and Model Transformation with Secret Key for Vision Transformer"

14 / 14 papers shown

Title
Privacy-Preserving Vision Transformer Using Images Encrypted with Restricted Random Permutation Matrices Kouki Horio K. Nishikawa Hitoshi Kiya PICV 58 0 0 16 Aug 2024
Disposable-key-based image encryption for collaborative learning of Vision Transformer Rei Aso Sayaka Shiota Hitoshi Kiya ViT FedML 58 1 0 11 Aug 2024
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 50 0 0 09 Aug 2024
Efficient Fine-Tuning with Domain Adaptation for Privacy-Preserving Vision Transformer Teru Nagamori Sayaka Shiota Hitoshi Kiya 57 2 0 10 Jan 2024
Domain Adaptation for Efficiently Fine-tuning Vision Transformer with Encrypted Images Teru Nagamori Sayaka Shiota Hitoshi Kiya 73 1 0 05 Sep 2023
Block-Wise Encryption for Reliable Vision Transformer models Hitoshi Kiya Ryota Iijima Teru Nagamori 95 1 0 15 Aug 2023
Security Evaluation of Compressible and Learnable Image Encryption Against Jigsaw Puzzle Solver Attacks Tatsuya Chuman Nobutaka Ono Hitoshi Kiya 50 0 0 04 Aug 2023
Enhanced Security with Encrypted Vision Transformer in Federated Learning Rei Aso Sayaka Shiota Hitoshi Kiya FedML 71 2 0 01 Aug 2023
Combined Use of Federated Learning and Image Encryption for Privacy-Preserving Image Classification with Vision Transformer Teru Nagamori Hitoshi Kiya ViT FedML 36 4 0 23 Jan 2023
Color-NeuraCrypt: Privacy-Preserving Color-Image Classification Using Extended Random Neural Networks Zheng Qi AprilPyone Maungmaung Hitoshi Kiya 55 2 0 12 Jan 2023
A Privacy Preserving Method with a Random Orthogonal Matrix for ConvMixer Models Rei Aso Tatsuya Chuman Hitoshi Kiya PICV 48 0 0 10 Jan 2023
A Jigsaw Puzzle Solver-based Attack on Block-wise Image Encryption for Privacy-preserving DNNs Tatsuya Chuman Hitoshi Kiya PICV AAML 49 3 0 04 Nov 2022
An Access Control Method with Secret Key for Semantic Segmentation Models Teru Nagamori Ryota Iijima Hitoshi Kiya 59 0 0 28 Aug 2022
Privacy-Preserving Image Classification Using ConvMixer with Adaptive Permutation Matrix Zheng Qi AprilPyone Maungmaung Hitoshi Kiya PICV 59 4 0 04 Aug 2022