A survey of dummy-based location privacy protection techniques for location-based services

S Zhang, M Li, W Liang, VKA Sandor, X Li - Sensors, 2022 - mdpi.com
As smart devices and mobile positioning technologies improve, location-based services
(LBS) have grown in popularity. The LBS environment provides considerable convenience …

Protecting Trajectory From Semantic Attack Considering -Anonymity, -Diversity, and -Closeness

Z Tu, K Zhao, F Xu, Y Li, L Su… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Nowadays, human trajectories are widely collected and utilized for scientific research and
business purpose. However, publishing trajectory data without proper handling might cause …

Reinforcement learning-based sensitive semantic location privacy protection for VANETs

M Min, W Wang, L Xiao, Y Xiao… - China Communications, 2021 - ieeexplore.ieee.org
Location-based services (LBS) in vehicular ad hoc networks (VANETs) must protect users'
privacy and address the threat of the exposure of sensitive locations during LBS requests …

Effective privacy preserving data publishing by vectorization

CSH Eom, CC Lee, W Lee, CK Leung - Information Sciences, 2020 - Elsevier
As smart devices and cloud services are rapidly expanding, a large amount of location
information can easily be gathered. However, there is a conflict between collecting location …

Dummy-based user location anonymization under real-world constraints

T Hara, A Suzuki, M Iwata, Y Arase, X Xie - IEEE Access, 2016 - ieeexplore.ieee.org
According to the growth of mobile devices equipped with a GPS receiver, a variety of
location-based services (LBSs) have been launched. Since location information may reveal …

Semantic-aware privacy-preserving online location trajectory data sharing

Z Zheng, Z Li, H Jiang, LY Zhang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Although users can obtain various services by sharing their location information online with
location-based service providers, it reveals sensitive information about users. However …

Behavioral-semantic privacy protection for continual social mobility in mobile-internet services

G Qiu, G Tang, C Li, D Guo, Y Shen… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Crowdsensing-based mobile Internet, while facilitating users' daily life, also raises privacy
concerns because of sharing user location trajectories. Combining with open-source …

Internet of spatial things: A new reference model with insight analysis

KA Eldrandaly, M Abdel-Basset, LA Shawky - IEEE Access, 2019 - ieeexplore.ieee.org
The Internet of Things (IoT) is the concept of everyday objects that make us live in the era of
the IoT. The spatial characteristics of things around us can be considered the reins of the IoT …

Semantic management of moving objects: A vision towards smart mobility

S Ilarri, D Stojanovic, C Ray - Expert Systems with Applications, 2015 - Elsevier
This position paper presents our vision for the semantic management of moving objects. We
argue that exploiting semantic techniques in mobility data management can bring valuable …

A predictive model for user motivation and utility implications of privacy-protection mechanisms in location check-ins

K Huguenin, I Bilogrevic, JS Machado… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
Location check-ins contain both geographical and semantic information about the visited
venues. Semantic information is usually represented by means of tags (eg,“restaurant”) …