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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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07/26/2023
Enhanced Security against Adversarial Examples Using a Random Ensemble of Encrypted Vision Transformer Models
Deep neural networks (DNNs) are well known to be vulnerable to adversari...
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09/19/2022
On the Adversarial Transferability of ConvMixer Models
Deep neural networks (DNNs) are well known to be vulnerable to adversari...
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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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07/25/2022
An Encryption Method of ConvMixer Models without Performance Degradation
In this paper, we propose an encryption method for ConvMixer models with...
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07/12/2022
Image and Model Transformation with Secret Key for Vision Transformer
In this paper, we propose a combined use of transformed images and visio...
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11/17/2021