Encryption-then-compression systems using grayscale-based image encryption for JPEG images

T Chuman, W Sirichotedumrong… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
A block scrambling-based encryption scheme is presented to enhance the security of
Encryption-then-Compression (EtC) systems with JPEG compression, which allow us to …

Survey on JPEG compatible joint image compression and encryption algorithms

P Li, KT Lo - IET Signal Processing, 2020 - Wiley Online Library
In recent years, image encryption has been broadly researched. Since a large proportion of
images on Internet are compressed, and JPEG is the most widely adopted standards for …

Pixel-based image encryption without key management for privacy-preserving deep neural networks

W Sirichotedumrong, Y Kinoshita, H Kiya - Ieee Access, 2019 - ieeexplore.ieee.org
We present a novel privacy-preserving scheme for deep neural networks (DNNs) that
enables us not to only apply images without visual information to DNNs but to also consider …

A novel hybrid image encryption–compression scheme by combining chaos theory and number theory

I Ahmad, S Shin - Signal Processing: Image Communication, 2021 - Elsevier
Compression and encryption are often performed together for image sharing and/or storage.
The order in which the two operations are carried out affects the overall efficiency of digital …

Privacy-preserving deep neural networks with pixel-based image encryption considering data augmentation in the encrypted domain

W Sirichotedumrong, T Maekawa… - … on Image Processing …, 2019 - ieeexplore.ieee.org
We present a novel privacy-preserving scheme for deep neural networks (DNNs) that
enables us not to only apply images without visual information to DNNs for both training and …

Comprehensive survey of the solving puzzle problems

S Yılmaz, VV Nabiyev - Computer Science Review, 2023 - Elsevier
Solving puzzle problems using computer-aided methods is becoming more common with
applications in forensic science, restoration, banking system, and multimedia. However, only …

A content-adaptive joint image compression and encryption scheme

P Li, KT Lo - IEEE Transactions on Multimedia, 2017 - ieeexplore.ieee.org
For joint image compression and encryption schemes, the encryption power and
compression efficiency are commonly two contradictory things. In this paper, we propose a …

Grayscale-based block scrambling image encryption using ycbcr color space for encryption-then-compression systems

W Sirichotedumrong, H Kiya - APSIPA Transactions on Signal and …, 2019 - cambridge.org
A novel grayscale-based block scrambling image encryption scheme is presented not only
to enhance security, but also to improve the compression performance for Encryption-then …

Privacy-preserving semantic segmentation using vision transformer

H Kiya, T Nagamori, S Imaizumi, S Shiota - Journal of Imaging, 2022 - mdpi.com
In this paper, we propose a privacy-preserving semantic segmentation method that uses
encrypted images and models with the vision transformer (ViT), called the segmentation …

Bitstream-based JPEG image encryption with file-size preserving

H Kobayashi, H Kiya - 2018 IEEE 7th Global Conference on …, 2018 - ieeexplore.ieee.org
An encryption scheme of JPEG images in the bitstream domain is proposed. The proposed
scheme preserves the JPEG format even after encrypting the images, and the file size of …