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09/05/2023
Domain Adaptation for Efficiently Fine-tuning Vision Transformer with Encrypted Images
In recent years, deep neural networks (DNNs) trained with transformed da...
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08/15/2023
Block-Wise Encryption for Reliable Vision Transformer models
This article presents block-wise image encryption for the vision transfo...
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01/23/2023
Combined Use of Federated Learning and Image Encryption for Privacy-Preserving Image Classification with Vision Transformer
In recent years, privacy-preserving methods for deep learning have becom...
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09/29/2022
Access Control with Encrypted Feature Maps for Object Detection Models
In this paper, we propose an access control method with a secret key for...
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08/28/2022
An Access Control Method with Secret Key for Semantic Segmentation Models
A novel method for access control with a secret key is proposed to prote...
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02/01/2022