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[HTML][HTML] Overview of compressed sensing: Sensing model, reconstruction algorithm, and its applications
With the development of intelligent networks such as the Internet of Things, network scales
are becoming increasingly larger, and network environments increasingly complex, which …
are becoming increasingly larger, and network environments increasingly complex, which …
Secure wireless communications based on compressive sensing: A survey
Compressive sensing (CS) has become a popular signal processing technique and has
extensive applications in numerous fields such as wireless communications, image …
extensive applications in numerous fields such as wireless communications, image …
Waldo: A private time-series database from function secret sharing
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 …
outsourcing storage is convenient, this data is often sensitive, making data breaches a …
IoT botnet detection via power consumption modeling
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 …
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
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 …
overhead data acquisition, data privacy leakage, and data tampering. Fog computing …
A low-overhead, confidentiality-assured, and authenticated data acquisition framework for IoT
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 …
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
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 …
emerging LoRa networks. However, existing key generation systems may perform poorly …
A differential privacy-based classification system for edge computing in IoT
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 …
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
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 …
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 …
address privacy concerns in traditional machine learning. However, recent research has …