Towards crowdsourcing internet of things (crowd-iot): Architectures, security and applications

KLM Ang, JKP Seng, E Ngharamike - Future Internet, 2022 - mdpi.com
Crowdsourcing can play an important role in the Internet of Things (IoT) applications for
information sensing and gathering where the participants are equipped with geolocated …

Smart and practical privacy-preserving data aggregation for fog-based smart grids

S Zhao, F Li, H Li, R Lu, S Ren, H Bao… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
With the increasingly powerful and extensive deployment of edge devices, edge/fog
computing enables customers to manage and analyze data locally, and extends computing …

A privacy-preserving aggregation scheme based on negative survey for vehicle fuel consumption data

W Yang, X Chen, Z Xiong, Z Xu, G Liu, X Zhang - Information sciences, 2021 - Elsevier
The vehicle fuel consumption gauge is a vehicle's basic device that usually records the
instantaneous as well as average fuel consumption of the vehicle, which brings a lot of …

CrowdFL: Privacy-Preserving Mobile Crowdsensing System Via Federated Learning

B Zhao, X Liu, WN Chen… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
As an emerging sensing data collection paradigm, mobile crowdsensing (MCS) enjoys good
scalability and low deployment cost but raises privacy concerns. In this paper, we propose a …

Privacy-enhanced data fusion for COVID-19 applications in intelligent Internet of medical Things

H Lin, S Garg, J Hu, X Wang, MJ Piran… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
With the worldwide large-scale outbreak of COVID-19, the Internet of Medical Things (IoMT),
as a new type of Internet of Things (IoT)-based intelligent medical system, is being used for …

Mobi-iost: mobility-aware cloud-fog-edge-iot collaborative framework for time-critical applications

S Ghosh, A Mukherjee, SK Ghosh… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
The design of mobility-aware framework for edge/fog computing for IoT systems with back-
end cloud is gaining research interest. In this paper, a mobility-driven cloud-fog-edge …

An AI-enabled three-party game framework for guaranteed data privacy in mobile edge crowdsensing of IoT

J Xiong, M Zhao, MZA Bhuiyan… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
The mobile crowdsensing (MCS) technology with a large number of Internet of Things (IoT)
devices provides an economic and efficient solution to participation in coordinated large …

Privacy-preserving data aggregation against malicious data mining attack for IoT-enabled smart grid

J Wang, L Wu, S Zeadally, MK Khan, D He - ACM Transactions on …, 2021 - dl.acm.org
Internet of Things (IoT)-enabled smart grids can achieve more reliable and high-frequency
data collection and transmission compared with existing grids. However, this frequent data …

Privacyeafl: Privacy-enhanced aggregation for federated learning in mobile crowdsensing

M Zhang, S Chen, J Shen… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Mobile crowdsensing (MCS) combined with federated learning, as an emerging data
collection and intelligent process paradigm, has received lots of attention in social networks …

A task-oriented user selection incentive mechanism in edge-aided mobile crowdsensing

J Xiong, X Chen, Q Yang, L Chen… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
The designs of existing incentive mechanisms in mobile crowdsensing (MCS) are primarily
platform-centered or user-centered, while overlooking the multidimensional consideration of …