[HTML][HTML] Overview of compressed sensing: Sensing model, reconstruction algorithm, and its applications

L Li, Y Fang, L Liu, H Peng, J Kurths, Y Yang - Applied Sciences, 2020 - mdpi.com
With the development of intelligent networks such as the Internet of Things, network scales
are becoming increasingly larger, and network environments increasingly complex, which …

Secure wireless communications based on compressive sensing: A survey

Y Zhang, Y **ang, LY Zhang, Y Rong… - … Surveys & Tutorials, 2018 - ieeexplore.ieee.org
Compressive sensing (CS) has become a popular signal processing technique and has
extensive applications in numerous fields such as wireless communications, image …

Waldo: A private time-series database from function secret sharing

E Dauterman, M Rathee, RA Popa… - 2022 IEEE Symposium …, 2022 - ieeexplore.ieee.org
Applications today rely on cloud databases for storing and querying time-series data. While
outsourcing storage is convenient, this data is often sensitive, making data breaches a …

IoT botnet detection via power consumption modeling

W Jung, H Zhao, M Sun, G Zhou - Smart Health, 2020 - Elsevier
Many IoT botnets that exploit vulnerabilities of IoT devices have emerged recently. After
taking over control of IoT devices, the botnets generate tremendous traffic to attack target …

Privacy-assured FogCS: Chaotic compressive sensing for secure industrial big image data processing in fog computing

Y Zhang, P Wang, H Huang, Y Zhu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In the age of the industrial big data, there are several significant problems such as high-
overhead data acquisition, data privacy leakage, and data tampering. Fog computing …

A low-overhead, confidentiality-assured, and authenticated data acquisition framework for IoT

Y Zhang, Q He, G Chen, X Zhang… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In the presence of several critical issues during data acquisition in industrial-informatics-
based applications, like Internet of Things (IoT) and smart grid, this article proposes a novel …

ChirpKey: a chirp-level information-based key generation scheme for LoRa networks via perturbed compressed sensing

H Yang, Z Sun, H Liu, X **a, Y Zhang… - … -IEEE Conference on …, 2023 - ieeexplore.ieee.org
Physical-layer key generation is promising in establishing a pair of cryptographic keys for
emerging LoRa networks. However, existing key generation systems may perform poorly …

A differential privacy-based classification system for edge computing in IoT

W Xue, Y Shen, C Luo, W Xu, W Hu… - Computer …, 2022 - Elsevier
Abstract The blooming Internet of Things (IoTs) devices have brought many new types of
sensing applications and methods to the traditional cloud-enabled IoTs framework. Hence …

[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 …

Compressed-Sensing-Based Practical and Efficient Privacy-Preserving Federated Learning

S Chen, Y Miao, X Li, C Zhao - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
Federated learning (FL) is a popular distributed learning framework that is proposed to
address privacy concerns in traditional machine learning. However, recent research has …