Location Privacy Protection Method based on Variable-Order Markov Prediction Model

S Zhu, X Lv, L Yu - Proceedings of the 4th International Conference on …, 2021 - dl.acm.org
∗ Abstract: Recently, the usage scenarios of location-based services are becoming
increasingly complex. Attackers can reconstruct a user's trajectory by collecting continuous …

The location privacy protection research in location-based service

W Zhang, X Cui, D Li, D Yuan… - 2010 18th International …, 2010 - ieeexplore.ieee.org
The rapid development of wireless communications and mobile database technology
promote the extensive application of Location Based Services (LBSs), and provide a greatly …

K-anonymity location privacy algorithm based on clustering

L Zheng, H Yue, Z Li, X Pan, M Wu, F Yang - IEEE Access, 2017 - ieeexplore.ieee.org
The accuracy of user location information is inversely proportional to the user's privacy
preserving degree k, and is proportional to quality of query service. In order to balance the …

(k, R, r)-anonymity: a light-weight and personalized location protection model for LBS query

Y Feng, X Li, B Song - Proceedings of the ACM Turing 50th Celebration …, 2017 - dl.acm.org
This paper studies the problem of location and query content preserving in location based
service (LBS) systems. Based on the private information retrieval (PIR) theory and location k …

Efficient dummy generation for protecting location privacy

TY Cai, DH Song, JH Youn, WG Lee… - The Journal of Korea …, 2016 - koreascience.kr
The researches protecting user's location in location-based services (LBS) have received
much attention. Especially k-anonymity is the most popular privacy preservation method. k …

A collaborative k-anonymity approach for location privacy in location-based services

H Takabi, JBD Joshi, HA Karimi - 2009 5th International …, 2009 - ieeexplore.ieee.org
Considering the growth of wireless communication and mobile positioning technologies,
location-based services (LBSs) have been generating increasing research interest in recent …

On guaranteeing k-anonymity in location databases

AT Truong, TK Dang, J Küng - … , DEXA 2011, Toulouse, France, August 29 …, 2011 - Springer
The development of location-based services and mobile devices has lead to an increase in
the location data. Through the data mining process, some valuable information can be …

A dual privacy preserving scheme in continuous location-based services

S Zhang, G Wang, MZA Bhuiyan… - IEEE Internet of Things …, 2018 - ieeexplore.ieee.org
With the development of wireless communication and positioning technology, location-
based services (LBSs) have been gaining tremendous popularity, due to its ability to greatly …

A k-anonymity based schema for location privacy preservation

F Fei, S Li, H Dai, C Hu, W Dou… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
In recent years, with the development of mobile devices, the location based services (LBSs)
have become more and more prevailing and most applications installed on these devices …

Personalized location anonymity-a kernel density estimation approach

D Zhao, J Ma, X Wang, X Tian - … , WAIM 2016, Nanchang, China, June 3-5 …, 2016 - Springer
In recent years, the problem of location privacy protection in location-based service (LBS)
has drawn a great deal of researchers' attention. However, the existing technologies of …