Privacy-Preserving Deep Neural Networks with Pixel-based Image
Encryption Considering Data Augmentation in the Encrypted Domain

Privacy-Preserving Deep Neural Networks with Pixel-based Image Encryption Considering Data Augmentation in the Encrypted Domain

6 May 2019

Warit Sirichotedumrong

Takahiro Maekawa

Hitoshi Kiya

Papers citing "Privacy-Preserving Deep Neural Networks with Pixel-based Image Encryption Considering Data Augmentation in the Encrypted Domain"

17 / 17 papers shown

Title
AI-Driven Secure Data Sharing: A Trustworthy and Privacy-Preserving Approach Al Amin Kamrul Hasan Sharif Ullah Liang Hong 33 0 0 28 Jan 2025
Diff-Privacy: Diffusion-based Face Privacy Protection Xiao He Mingrui Zhu Dongxin Chen N. Wang Xinbo Gao DiffM 32 16 0 11 Sep 2023
Edge Deep Learning Model Protection via Neuron Authorization Jinyin Chen Haibin Zheng Tianming Liu Rongchang Li Yao Cheng Xuhong Zhang S. Ji FedML 29 0 0 22 Mar 2023
Access Control with Encrypted Feature Maps for Object Detection Models Teru Nagamori Hiroki Ito AprilPyone Maungmaung Hitoshi Kiya 25 2 0 29 Sep 2022
Image and Model Transformation with Secret Key for Vision Transformer Hitoshi Kiya Ryota Iijima Maungmaung Aprilpyone Yuma Kinoshita ViT 36 21 0 12 Jul 2022
Deep Joint Source-Channel Coding for Image Transmission with Visual Protection Jia-lin Xu Bo Ai Wei Chen Ning Wang Miguel R. D. Rodrigues 37 16 0 05 Nov 2021
Access Control Using Spatially Invariant Permutation of Feature Maps for Semantic Segmentation Models Hiroki Ito Maungmaung Aprilpyone Hitoshi Kiya 26 5 0 03 Sep 2021
A Protection Method of Trained CNN Model Using Feature Maps Transformed With Secret Key From Unauthorized Access Maungmaung Aprilpyone Hitoshi Kiya 16 5 0 01 Sep 2021
Multitask Identity-Aware Image Steganography via Minimax Optimization Jiabao Cui Pengyi Zhang Songyuan Li Liangli Zheng Cuizhu Bao Jupeng Xia Xi Li 25 12 0 13 Jul 2021
NeuraCrypt: Hiding Private Health Data via Random Neural Networks for Public Training Adam Yala H. Esfahanizadeh Rafael G. L. DÓliveira K. Duffy M. Ghobadi Tommi Jaakkola Vinod Vaikuntanathan Regina Barzilay Muriel Médard OOD FedML 34 22 0 04 Jun 2021
Generation of Gradient-Preserving Images allowing HOG Feature Extraction Masaki Kitayama Hitoshi Kiya 11 2 0 03 Apr 2021
CycleGAN without checkerboard artifacts for counter-forensics of fake-image detection Takayuki Osakabe Miki Tanaka Yuma Kinoshita Hitoshi Kiya 20 13 0 01 Dec 2020
Visual Security Evaluation of Learnable Image Encryption Methods against Ciphertext-only Attacks Warit Sirichotedumrong Hitoshi Kiya AAML 17 9 0 13 Oct 2020
Block-wise Image Transformation with Secret Key for Adversarially Robust Defense Maungmaung Aprilpyone Hitoshi Kiya 29 57 0 02 Oct 2020
Image Transformation Network for Privacy-Preserving Deep Neural Networks and Its Security Evaluation Hiroki Ito Yuma Kinoshita Hitoshi Kiya 29 16 0 07 Aug 2020
Training DNN Model with Secret Key for Model Protection April Pyone Maung Maung Hitoshi Kiya 16 24 0 06 Aug 2020
A Privacy-Preserving Machine Learning Scheme Using EtC Images Ayana Kawamura Yuma Kinoshita T. Nakachi Sayaka Shiota Hitoshi Kiya 19 21 0 17 Jul 2020