A New Subject-Sensitive Hashing Algorithm Based on MultiRes-RCF for Blockchains of HRRS Images

K Ding, S Chen, J Yu, Y Liu, J Zhu - Algorithms, 2022 - mdpi.com
Aiming at the deficiency that blockchain technology is too sensitive to the binary-level
changes of high resolution remote sensing (HRRS) images, we propose a new subject …

SDTU-Net: Stepwise-Drop and Transformer based U-net for Subject-Sensitive Hashing of HRRS Images

K Ding, S Chen, Y Zeng, Y Liu, B Xu… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
As a new integrity authentication technology, subject-sensitive hashing has the ability to
achieve subject-sensitive authentication for high-resolution remote sensing (HRRS) images …

AAU-Net: attention-based asymmetric U-Net for subject-sensitive hashing of remote sensing images

K Ding, S Chen, Y Wang, Y Liu, Y Zeng, J Tian - Remote Sensing, 2021 - mdpi.com
The prerequisite for the use of remote sensing images is that their security must be
guaranteed. As a special subset of perceptual hashing, subject-sensitive hashing …

Deep Subject-Sensitive Hashing Network for High-resolution Remote Sensing Image Integrity Authentication

D Xu, S Chen, C Zhu, H Li, L Hu… - IEEE Geoscience and …, 2024 - ieeexplore.ieee.org
For ensuring the integrity of high-resolution remote sensing (HRRS) images, the perceptual
hash method offers a dual advantage. It preserves the nondestructive nature of the original …

Semi-U-Net: A Lightweight Deep Neural Network for Subject-Sensitive Hashing of HRRS Images

K Ding, S Su, N Xu, T Jiang - IEEE Access, 2021 - ieeexplore.ieee.org
As a special case of perceptual hashing algorithm, subject-sensitive hashing can realize
“subject-biased” integrity authentication of high resolution remote sensing (HRRS) images …

Perceptual hashing based on machine learning for blockchain and digital watermarking

M Zhaoxiong, M Tetsuya, M Sumiko… - 2019 Third World …, 2019 - ieeexplore.ieee.org
In our previous study, we found three requirements for digital watermarking. The first is that
to prevent watermark information of an image from being diverted to other images, this …

AGIM-net based subject-sensitive hashing algorithm for integrity authentication of HRRS images

K Ding, Y Zeng, Y Wang, D Lv, X Yan - Geocarto International, 2023 - Taylor & Francis
The premise of effective use of high-resolution remote sensing (HRRS) images is that the
data integrity and authenticity of HRRS images must be guaranteed. This paper proposes a …

A subject-sensitive perceptual hash based on MUM-Net for the integrity authentication of high resolution remote sensing images

K Ding, Y Liu, Q Xu, F Lu - ISPRS international journal of geo-information, 2020 - mdpi.com
Data security technology is of great significance to the application of high resolution remote
sensing image (HRRS) images. As an important data security technology, perceptual hash …

Perceptual image hashing based on multitask neural network

C Xiong, E Liu, X Li, H Yao, L Zhang… - Security and …, 2021 - Wiley Online Library
With the advent of the era of multimedia and in‐depth development, the whole human
society has been produced and spread a huge amount of image data, but at the same time …

Semantic-Aware Attack and Defense on Deep Hashing Networks for Remote-Sensing Image Retrieval

Y Li, M Hao, R Liu, Z Zhang, H Zhu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Deep hashing networks have been successful in retrieving interesting images from massive
remote-sensing images. There is no doubt that security and reliability are critical in remote …