A review of compressive sensing in information security field

Y Zhang, LY Zhang, J Zhou, L Liu, F Chen, X He - IEEE access, 2016 - ieeexplore.ieee.org
The applications of compressive sensing (CS) in the field of information security have
captured a great deal of researchers' attention in the past decade. To supply guidance for …

An image coding scheme using parallel compressive sensing for simultaneous compression-encryption applications

G Hu, D **ao, Y Wang, T **ang - Journal of Visual Communication and …, 2017 - Elsevier
Recently, using compressive sensing (CS) as a cryptosystem has drawn attention due to its
compressibility and low-complexity during the sampling process. However, when applying …

Novel image compression-then-encryption scheme based on 2D cross coupled map lattice and compressive sensing

M Wang, X Wang, C Wang, Z **a, S Zhou - Multimedia Tools and …, 2024 - Springer
A 2D cross coupled map lattice (2D-CCML) model with large key spaces is constructed for
image compression and encryption, and this model exhibits better cryptographic features in …

A novel compressive sensing method based on SVD sparse random measurement matrix in wireless sensor network

Z Ma, D Zhang, S Liu, J Song, Y Hou - Engineering Computations, 2016 - emerald.com
Purpose The performance of the measurement matrix directly affects the quality of
reconstruction of compressive sensing signal, and it is also the key to solve practical …

A visually secure image encryption algorithm based on block compressive sensing and deep neural networks

YG Yang, MX Niu, YH Zhou, WM Shi, DH Jiang… - Multimedia Tools and …, 2024 - Springer
A novel visually secure image encryption algorithm is proposed by combining compressive
sensing and deep neural networks. To achieve a tradeoff between the visual quality and the …

Video compressed sensing framework for wireless multimedia sensor networks using a combination of multiple matrices

SA Nandhini, R Sankararajan, K Rajendiran - Computers & Electrical …, 2015 - Elsevier
Wireless multimedia sensor networks (WMSNs) have been used for sensitive applications
such as video surveillance and monitoring applications. In a WMSN, storage and …

Deterministic construction of toeplitzed structurally chaotic matrix for compressed sensing

L Zeng, X Zhang, L Chen, T Cao, J Yang - Circuits, systems, and signal …, 2015 - Springer
The construction of sensing matrix is a fundamental issue in compressed sensing (CS). This
paper introduces a new deterministic construction, referred to as Toeplitzed structurally …

Designing an image encryption scheme based on compressive sensing and non-uniform quantization for wireless visual sensor networks

Q Shen, W Liu, Y Lin, Y Zhu - Sensors, 2019 - mdpi.com
Wireless visual sensor networks (WVSN) have been widely used to capture images in the
fields of monitoring, intelligent transportation, and reconnaissance in recent years. Because …

[LIBRO][B] Secure compressive sensing in multimedia data, cloud computing and IoT

Y Zhang, Y **ang, LY Zhang - 2018 - books.google.com
This book gives a comprehensive and systematic review of secure compressive sensing
(CS) for applications in various fields such as image processing, pattern recognition, Internet …

Compressive sampling with chaotic dynamical systems

V Kafedziski, T Stojanovski - … Forum (TELFOR) Proceedings of …, 2011 - ieeexplore.ieee.org
We investigate the possibility of using different chaotic sequences to construct measurement
matrices in compressive sampling. In particular, we consider sequences generated by Chua …