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Hiroki Ito
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Image to perturbation: An image transformation network for generating visually protected images for privacy-preserving deep neural networks
H Ito, Y Kinoshita, M Aprilpyone, H Kiya
IEEE Access 9, 64629-64638, 2021
432021
Image transformation network for privacy-preserving deep neural networks and its security evaluation
H Ito, Y Kinoshita, H Kiya
2020 IEEE 9th Global Conference on Consumer Electronics (GCCE), 822-825, 2020
202020
A framework for transformation network training in coordination with semi-trusted cloud provider for privacy-preserving deep neural networks
H Ito, Y Kinoshita, H Kiya
2020 Asia-Pacific Signal and Information Processing Association Annual …, 2020
62020
Access control of semantic segmentation models using encrypted feature maps
H Ito, MM AprilPyone, S Shiota, H Kiya
APSIPA Transactions on Signal and Information Processing 11 (1), 2022
32022
Protecting Semantic Segmentation Models by Using Block-Wise Image Encryption with Secret Key from Unauthorized Access
H Ito, MM AprilPyone, H Kiya
arXiv preprint arXiv:2107.09362, 2021
2021
An Image Transformation Network for Privacy-Preserving Deep Neural Networks
H Ito, Y Kinoshita, H Kiya
IEICE Technical Report; IEICE Tech. Rep. 119 (422), 195-200, 2020
2020
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