Block Scrambling Image Encryption Used in Combination with Data
Augmentation for Privacy-Preserving DNNs

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Block Scrambling Image Encryption Used in Combination with Data Augmentation for Privacy-Preserving DNNs

3 April 2021

Hitoshi Kiya

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Papers citing "Block Scrambling Image Encryption Used in Combination with Data Augmentation for Privacy-Preserving DNNs"

5 / 5 papers shown

Title
Visual Security Evaluation of Learnable Image Encryption Methods against Ciphertext-only Attacks Warit Sirichotedumrong Hitoshi Kiya AAML 34 9 0 13 Oct 2020
Block-wise Image Transformation with Secret Key for Adversarially Robust Defense Maungmaung Aprilpyone Hitoshi Kiya 60 57 0 02 Oct 2020
GridMask Data Augmentation Pengguang Chen Shu Liu Hengshuang Zhao Xingquan Wang Jiaya Jia 98 312 0 13 Jan 2020
Privacy-Preserving Deep Neural Networks with Pixel-based Image Encryption Considering Data Augmentation in the Encrypted Domain Warit Sirichotedumrong Takahiro Maekawa Yuma Kinoshita Hitoshi Kiya 71 89 0 06 May 2019
Encryption-then-Compression Systems using Grayscale-based Image Encryption for JPEG Images Tatsuya Chuman Warit Sirichotedumrong Hitoshi Kiya PICV 47 199 0 01 Nov 2018