Mobile crowd sensing–taxonomy, applications, challenges, and solutions

DE Boubiche, M Imran, A Maqsood… - Computers in Human …, 2019 - Elsevier
Recently, mobile crowd sensing (MCS) is captivating growing attention because of their
suitability for enormous range of new types of context-aware applications and services. This …

Fakemask: A novel privacy preserving approach for smartphones

L Zhang, Z Cai, X Wang - IEEE Transactions on Network and …, 2016 - ieeexplore.ieee.org
Users can enjoy personalized services provided by various context-aware applications that
collect users' contexts through sensor-equipped smartphones. Meanwhile, serious privacy …

Privacy-aware task allocation and data aggregation in fog-assisted spatial crowdsourcing

H Wu, L Wang, G Xue - IEEE Transactions on Network Science …, 2019 - ieeexplore.ieee.org
Spatial crowdsourcing (SC) enables task owners (TOs) to outsource spatial-related tasks to
a SC-server who engages mobile users in collecting sensing data at some specified …

Truthful incentive mechanisms for geographical position conflicting mobile crowdsensing systems

J Li, Z Cai, J Wang, M Han, Y Li - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Sensor-embedded smartphones have become ubiquitous nowadays, further leveraging the
popularity of mobile crowdsensing. A mobile crowdsensing platform gathers sensory data …

Location privacy leakage through sensory data

Y Liang, Z Cai, Q Han, Y Li - Security and Communication …, 2017 - Wiley Online Library
Mobile devices bring benefits as well as the risk of exposing users' location information, as
some embedded sensors can be accessed without users' permission and awareness. In this …

Privacy protection in mobile crowd sensing: a survey

Y Wang, Z Yan, W Feng, S Liu - World Wide Web, 2020 - Springer
The unprecedented proliferation of mobile smart devices has propelled a promising
computing paradigm, Mobile Crowd Sensing (MCS), where people share surrounding …

LoDPD: a location difference-based proximity detection protocol for fog computing

Y Huo, C Hu, X Qi, T Jing - IEEE Internet of Things Journal, 2017 - ieeexplore.ieee.org
Proximity detection is one of the most common location-based applications in daily life when
users intent to find their friends who get into their proximity. Studies on protecting user …

A survey of crowdsensing and privacy protection in digital city

X Cheng, B He, G Li, B Cheng - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The key pillar of developing digital city is the ubiquitous sensing of people and the
environment. Crowdsensing requires a large number of users to participate in the collection …

A survey on key fields of context awareness for mobile devices

N Capurso, B Mei, T Song, X Cheng, J Yu - Journal of Network and …, 2018 - Elsevier
Context-aware smartphone applications refer to those that have the ability to discern
information about their working environment and dynamically adapt their behaviors. Often …

Customized privacy preserving for inherent data and latent data

Z He, Z Cai, Y Sun, Y Li, X Cheng - Personal and Ubiquitous Computing, 2017 - Springer
The huge amount of sensory data collected from mobile devices has offered great potentials
to promote more significant services based on user data extracted from sensor readings …