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 …

A survey on compressed sensing in vehicular infotainment systems

J Guo, B Song, Y He, FR Yu… - … Surveys & Tutorials, 2017 - ieeexplore.ieee.org
Vehicular infotainment systems have attracted great interests from both academia and
industry. A vehicular infotainment system includes two parts: 1) the information part and 2) …

Analysis of one-time random projections for privacy preserving compressed sensing

T Bianchi, V Bioglio, E Magli - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
In this paper, the security of the compressed sensing (CS) framework as a form of data
confidentiality is analyzed. Two important properties of one-time random linear …

Low-complexity multiclass encryption by compressed sensing

V Cambareri, M Mangia, F Pareschi… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
The idea that compressed sensing may be used to encrypt information from unauthorized
receivers has already been envisioned but never explored in depth since its security may …

Bi-level protected compressive sampling

LY Zhang, KW Wong, Y Zhang… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Some pioneering works have investigated embedding cryptographic properties in
compressive sampling (CS) in a way similar to one-time pad symmetric cipher. This paper …

[HTML][HTML] Multi-class privacy-preserving cloud computing based on compressive sensing for IoT

G Kuldeep, Q Zhang - Journal of Information Security and Applications, 2022 - Elsevier
In this paper, we design the multi-class privacy-preserving cloud computing scheme (MPCC)
leveraging compressive sensing for compact sensor data representation and secrecy for …

On known-plaintext attacks to a compressed sensing-based encryption: A quantitative analysis

V Cambareri, M Mangia, F Pareschi… - IEEE Transactions …, 2015 - ieeexplore.ieee.org
Despite the linearity of its encoding, compressed sensing (CS) may be used to provide a
limited form of data protection when random encoding matrices are used to produce sets of …

Compressed sensing based selective encryption with data hiding capability

J Wang, LY Zhang, J Chen, G Hua… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
This paper proposes a joint selective encryption and data hiding scheme based on
compressed sensing (CS), with a focus to its application in secure imaging. Specifically …

Low-complexity privacy-preserving compressive analysis using subspace-based dictionary for ECG telemonitoring system

CY Chou, EJ Chang, HT Li… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Compressive sensing (CS) is attractive in long-term electrocardiography (ECG)
telemonitoring to extend life-time for resource-constrained wireless wearable sensors …

[图书][B] Adapted compressed sensing for effective hardware implementations: A design flow for signal-level optimization of compressed sensing stages

This book describes algorithmic methods and hardware implementations that aim to help
realize the promise of Compressed Sensing (CS), namely the ability to reconstruct high …