A survey of data pricing for data marketplaces

M Zhang, F Beltrán, J Liu - IEEE Transactions on Big Data, 2023 - ieeexplore.ieee.org
A data marketplace is an online venue that brings data owners, data brokers, and data
consumers together and facilitates commoditisation of data amongst them. Data pricing, as a …

If you do not care about it, sell it: Trading location privacy in mobile crowd sensing

W Jin, M Xiao, M Li, L Guo - IEEE INFOCOM 2019-IEEE …, 2019 - ieeexplore.ieee.org
Mobile crowd sensing (MCS) is a technique where sensing tasks are outsourced to a crowd
of mobile users. Since most of sensing tasks are location-dependent, workers are required …

Privacy-preserving data aggregation for mobile crowdsensing with externality: An auction approach

M Zhang, L Yang, S He, M Li… - IEEE/ACM Transactions …, 2021 - ieeexplore.ieee.org
We develop an auction framework for privacy-preserving data aggregation in mobile
crowdsensing, where the platform plays the role as an auctioneer to recruit workers for …

ULPT: A user-centric location privacy trading framework for mobile crowd sensing

W Jin, M Xiao, L Guo, L Yang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Mobile crowd sensing (MCS) arises as a promising data collection paradigm that leverages
the power of ubiquitous mobile devices to acquire rich information regarding their …

Crowd-empowered privacy-preserving data aggregation for mobile crowdsensing

L Yang, M Zhang, S He, M Li, J Zhang - Proceedings of the Eighteenth …, 2018 - dl.acm.org
We develop an auction framework for privacy-preserving data aggregation in mobile
crowdsensing, where the platform plays the role as an auctioneer to recruit workers for a …

[PDF][PDF] A survey of data pricing methods

M Zhang, F Beltrán - Social Science Electronic Publishing, 2020 - researchgate.net
The advancement of information technologies such as Web 2.0 and Cloud Computing and
the increasing deployment and use of the Internet of Things have promoted the capture …

Minimizing the age of information in the presence of location privacy-aware mobile agents

R Jin, X He, H Dai - IEEE Transactions on Communications, 2020 - ieeexplore.ieee.org
The recent advances in wireless sensor networks and sensing techniques enable various
time-sensitive applications that require timely exchange of updates between a Base Station …

Social-aware privacy-preserving mechanism for correlated data

G Liao, X Chen, J Huang - IEEE/ACM Transactions on …, 2020 - ieeexplore.ieee.org
We study a privacy-preserving data collection problem by considering individuals' data
correlation and social relationship. A data collector gathers data from some data reporters to …

Integrated Private Data Trading Systems for Data Marketplaces

W Li, M Zhang, L Zhang, J Liu - ECAI 2023, 2023 - ebooks.iospress.nl
In the digital age, data is a valuable commodity, and data marketplaces offer lucrative
opportunities for data owners to monetize their private data. However, data privacy is a …

Privacy Protection Under Incomplete Social and Data Correlation Information

G Liao, X Chen, J Huang - IEEE/ACM Transactions on …, 2023 - ieeexplore.ieee.org
Data reporters have privacy concerns when they are requested to contribute personal data
to a data collector. Such privacy concerns are strengthened by data correlation and social …