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09/04/2023
Hindering Adversarial Attacks with Multiple Encrypted Patch Embeddings
In this paper, we propose a new key-based defense focusing on both effic...
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03/09/2023
Generative Model-Based Attack on Learnable Image Encryption for Privacy-Preserving Deep Learning
In this paper, we propose a novel generative model-based attack on learn...
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02/14/2023
Text-Guided Scene Sketch-to-Photo Synthesis
We propose a method for scene-level sketch-to-photo synthesis with text ...
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01/12/2023
Color-NeuraCrypt: Privacy-Preserving Color-Image Classification Using Extended Random Neural Networks
In recent years, with the development of cloud computing platforms, priv...
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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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09/16/2022
StyleGAN Encoder-Based Attack for Block Scrambled Face Images
In this paper, we propose an attack method to block scrambled face image...
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08/04/2022
Privacy-Preserving Image Classification Using ConvMixer with Adaptive Permutation Matrix
In this paper, we propose a privacy-preserving image classification meth...
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06/11/2022
Access Control of Semantic Segmentation Models Using Encrypted Feature Maps
In this paper, we propose an access control method with a secret key for...
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05/24/2022
Privacy-Preserving Image Classification Using Vision Transformer
In this paper, we propose a privacy-preserving image classification meth...
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04/16/2022
Privacy-Preserving Image Classification Using Isotropic Network
In this paper, we propose a privacy-preserving image classification meth...
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01/26/2022
An Overview of Compressible and Learnable Image Transformation with Secret Key and Its Applications
This article presents an overview of image transformation with a secret ...
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11/17/2021
Protection of SVM Model with Secret Key from Unauthorized Access
In this paper, we propose a block-wise image transformation method with ...
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05/31/2021