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2006.01342
Cited By
A GAN-Based Image Transformation Scheme for Privacy-Preserving Deep Neural Networks
European Signal Processing Conference (EUSIPCO), 2020
2 June 2020
Warit Sirichotedumrong
Hitoshi Kiya
PICV
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Papers citing
"A GAN-Based Image Transformation Scheme for Privacy-Preserving Deep Neural Networks"
35 / 35 papers shown
Generative Adversarial Networks Applied for Privacy Preservation in Biometric-Based Authentication and Identification
Lubos Mjachky
Ivan Homoliak
PICV
GAN
212
0
0
24 Sep 2025
Visually Image Encryption and Compression Using a CNN-Based Auto Encoder
Mahdi Madani
El-Bay Bourennane
149
1
0
01 Apr 2025
Unveiling Hidden Visual Information: A Reconstruction Attack Against Adversarial Visual Information Hiding
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024
Jonggyu Jang
Hyeonsu Lyu
Seongjin Hwang
H. Yang
AAML
97
4
0
08 Aug 2024
Attack GAN (AGAN ): A new Security Evaluation Tool for Perceptual Encryption
Umesh Kashyap
Sudev Kumar Padhi
Sk. Subidh Ali
AAML
183
1
0
09 Jul 2024
Privacy-Preserving Deep Learning Using Deformable Operators for Secure Task Learning
Fabian Perez
Jhon Lopez
Henry Arguello
152
0
0
08 Apr 2024
Ensembler: Combating model inversion attacks using model ensemble during collaborative inference
Dancheng Liu
Jinjun Xiong
MIACV
FedML
AAML
256
0
0
19 Jan 2024
GaitGuard: Towards Private Gait in Mixed Reality
Diana Romero
Ruchi Jagdish Patel
A. Markopoulou
Salma Elmalaki
353
1
0
07 Dec 2023
Diff-Privacy: Diffusion-based Face Privacy Protection
Xiao He
Mingrui Zhu
Dongxin Chen
N. Wang
Xinbo Gao
DiffM
304
39
0
11 Sep 2023
Block-Wise Encryption for Reliable Vision Transformer models
Hitoshi Kiya
Ryota Iijima
Teru Nagamori
163
4
0
15 Aug 2023
Re-thinking Model Inversion Attacks Against Deep Neural Networks
Computer Vision and Pattern Recognition (CVPR), 2023
Ngoc-Bao Nguyen
Keshigeyan Chandrasegaran
Milad Abdollahzadeh
Ngai-Man Cheung
177
61
0
04 Apr 2023
Color-NeuraCrypt: Privacy-Preserving Color-Image Classification Using Extended Random Neural Networks
Zheng Qi
AprilPyone Maungmaung
Hitoshi Kiya
198
2
0
12 Jan 2023
A Privacy Preserving Method with a Random Orthogonal Matrix for ConvMixer Models
Rei Aso
Tatsuya Chuman
Hitoshi Kiya
PICV
195
0
0
10 Jan 2023
Hiding Visual Information via Obfuscating Adversarial Perturbations
IEEE International Conference on Computer Vision (ICCV), 2022
Zhigang Su
Dawei Zhou
Nannan Wangu
Decheng Liu
Zhen Wang
Xinbo Gao
AAML
248
14
0
30 Sep 2022
Access Control with Encrypted Feature Maps for Object Detection Models
Teru Nagamori
Hiroki Ito
AprilPyone Maungmaung
Hitoshi Kiya
149
2
0
29 Sep 2022
On the Adversarial Transferability of ConvMixer Models
Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2022
Ryota Iijima
Miki Tanaka
Isao Echizen
Hitoshi Kiya
AAML
153
2
0
19 Sep 2022
StyleGAN Encoder-Based Attack for Block Scrambled Face Images
Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2022
AprilPyone Maungmaung
Hitoshi Kiya
CVBM
PICV
212
4
0
16 Sep 2022
On the Transferability of Adversarial Examples between Encrypted Models
International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS), 2022
Miki Tanaka
Isao Echizen
Hitoshi Kiya
SILM
165
4
0
07 Sep 2022
Privacy-Preserving Image Classification Using ConvMixer with Adaptive Permutation Matrix
Global Conference on Consumer Electronics (GCE), 2022
Zheng Qi
AprilPyone Maungmaung
Hitoshi Kiya
PICV
137
4
0
04 Aug 2022
An Encryption Method of ConvMixer Models without Performance Degradation
International Conference on Machine Learning and Computing (ICMLC), 2022
Ryota Iijima
Hitoshi Kiya
168
1
0
25 Jul 2022
Security Evaluation of Compressible Image Encryption for Privacy-Preserving Image Classification against Ciphertext-only Attacks
International Conference on Machine Learning and Computing (ICMLC), 2022
Tatsuya Chuman
Hitoshi Kiya
124
1
0
17 Jul 2022
Image and Model Transformation with Secret Key for Vision Transformer
Hitoshi Kiya
Ryota Iijima
Maungmaung Aprilpyone
Yuma Kinoshita
ViT
178
25
0
12 Jul 2022
Access Control of Semantic Segmentation Models Using Encrypted Feature Maps
APSIPA Transactions on Signal and Information Processing (TASIP), 2022
Hiroki Ito
AprilPyone Maungmaung
Sayaka Shiota
Hitoshi Kiya
95
6
0
11 Jun 2022
Privacy-Preserving Image Classification Using Vision Transformer
European Signal Processing Conference (EUSIPCO), 2022
Zheng Qi
AprilPyone Maungmaung
Yuma Kinoshita
Hitoshi Kiya
ViT
138
20
0
24 May 2022
An Overview of Compressible and Learnable Image Transformation with Secret Key and Its Applications
APSIPA Transactions on Signal and Information Processing (TASIP), 2022
Hitoshi Kiya
AprilPyone Maungmaung
Yuma Kinoshita
Shoko Imaizumi
Sayaka Shiota
200
63
0
26 Jan 2022
Leveraging Image-based Generative Adversarial Networks for Time Series Generation
Justin Hellermann
Stefan Lessmann
GAN
AI4TS
172
6
0
15 Dec 2021
Deep Joint Source-Channel Coding for Image Transmission with Visual Protection
IEEE Transactions on Cognitive Communications and Networking (IEEE TCCN), 2021
Jia-lin Xu
Bo Ai
Wei Chen
Ning Wang
Miguel R. D. Rodrigues
324
29
0
05 Nov 2021
Access Control Using Spatially Invariant Permutation of Feature Maps for Semantic Segmentation Models
Hiroki Ito
Maungmaung Aprilpyone
Hitoshi Kiya
154
5
0
03 Sep 2021
Protecting Semantic Segmentation Models by Using Block-wise Image Encryption with Secret Key from Unauthorized Access
Hiroki Ito
Maungmaung Aprilpyone
Hitoshi Kiya
80
0
0
20 Jul 2021
A Protection Method of Trained CNN Model with Secret Key from Unauthorized Access
APSIPA Transactions on Signal and Information Processing (TASIP), 2021
AprilPyone Maungmaung
Hitoshi Kiya
87
27
0
31 May 2021
A Lightweight Privacy-Preserving Scheme Using Label-based Pixel Block Mixing for Image Classification in Deep Learning
Engineering applications of artificial intelligence (EAAI), 2021
Yuexin Xiang
Tiantian Li
Wei Ren
Tianqing Zhu
Kim-Kwang Raymond Choo
140
5
0
19 May 2021
Piracy-Resistant DNN Watermarking by Block-Wise Image Transformation with Secret Key
Information Hiding and Multimedia Security Workshop (IH&MMSec), 2021
Maungmaung Aprilpyone
Hitoshi Kiya
219
18
0
09 Apr 2021
Transfer Learning-Based Model Protection With Secret Key
International Conference on Information Photonics (ICIP), 2021
Maungmaung Aprilpyone
Hitoshi Kiya
FedML
104
5
0
05 Mar 2021
Difficulty in estimating visual information from randomly sampled images
Global Conference on Consumer Electronics (GCE), 2020
Masaki Kitayama
Hitoshi Kiya
101
0
0
16 Dec 2020
Visual Security Evaluation of Learnable Image Encryption Methods against Ciphertext-only Attacks
Warit Sirichotedumrong
Hitoshi Kiya
AAML
129
10
0
13 Oct 2020
Image Transformation Network for Privacy-Preserving Deep Neural Networks and Its Security Evaluation
Global Conference on Consumer Electronics (GCE), 2020
Hiroki Ito
Yuma Kinoshita
Hitoshi Kiya
114
18
0
07 Aug 2020
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