MaungMaung AprilPyone | DeepAI

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Featured Co-authors

Hitoshi Kiya
97 publications
Yuma Kinoshita
28 publications
Sayaka Shiota
17 publications
Warit Sirichotedumrong
10 publications
Ryota Iijima
7 publications
Hiroki Ito
6 publications
Takayuki Osakabe
2 publications

∙ 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...

0 Hitoshi Kiya, et al. ∙

∙ 02/05/2022

Adversarial Detector with Robust Classifier

Deep neural network (DNN) models are wellknown to easily misclassify pre...

0 Takayuki Osakabe, et al. ∙

∙ 09/03/2021

Access Control Using Spatially Invariant Permutation of Feature Maps for Semantic Segmentation Models

In this paper, we propose an access control method that uses the spatial...

0 Hiroki Ito, et al. ∙

∙ 09/01/2021

A Protection Method of Trained CNN Model Using Feature Maps Transformed With Secret Key From Unauthorized Access

In this paper, we propose a model protection method for convolutional ne...

0 MaungMaung AprilPyone, et al. ∙

∙ 07/20/2021

Protecting Semantic Segmentation Models by Using Block-wise Image Encryption with Secret Key from Unauthorized Access

Since production-level trained deep neural networks (DNNs) are of a grea...

0 Hiroki Ito, et al. ∙

∙ 04/09/2021

Piracy-Resistant DNN Watermarking by Block-Wise Image Transformation with Secret Key

In this paper, we propose a novel DNN watermarking method that utilizes ...

0 MaungMaung AprilPyone, et al. ∙

∙ 03/05/2021

Transfer Learning-Based Model Protection With Secret Key

We propose a novel method for protecting trained models with a secret ke...

0 MaungMaung AprilPyone, et al. ∙

∙ 11/16/2020

Ensemble of Models Trained by Key-based Transformed Images for Adversarially Robust Defense Against Black-box Attacks

We propose a voting ensemble of models trained by using block-wise trans...

0 MaungMaung AprilPyone, et al. ∙

∙ 10/02/2020

Block-wise Image Transformation with Secret Key for Adversarially Robust Defense

In this paper, we propose a novel defensive transformation that enables ...

0 MaungMaung AprilPyone, et al. ∙

∙ 08/06/2020

Training DNN Model with Secret Key for Model Protection

In this paper, we propose a model protection method by using block-wise ...

0 MaungMaung AprilPyone, et al. ∙

∙ 05/16/2020

Encryption Inspired Adversarial Defense for Visual Classification

Conventional adversarial defenses reduce classification accuracy whether...

0 MaungMaung AprilPyone, et al. ∙

∙ 07/31/2019

Adversarial Test on Learnable Image Encryption

Data for deep learning should be protected for privacy preserving. Resea...

0 MaungMaung AprilPyone, et al. ∙

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