Hide me behind the noise: Local differential privacy for indoor location privacy

H Navidan, V Moghtadaiee, N Nazaran… - 2022 IEEE European …, 2022 - ieeexplore.ieee.org
The advent of numerous indoor location-based services (LBSs) and the widespread use of
many types of mobile devices in indoor environments have resulted in generating a massive …

LDPart: Effective location-record data publication via local differential privacy

X Zhao, Y Li, Y Yuan, X Bi, G Wang - IEEE Access, 2019 - ieeexplore.ieee.org
Driven by the advance of positioning technology and the tremendous popularity of location-
based services, location-record data have become unprecedentedly available. Publishing …

An Efficient Differential Privacy-Based Method for Location Privacy Protection in Location-Based Services

B Wang, H Li, X Ren, Y Guo - Sensors, 2023 - mdpi.com
Location-based services (LBS) are widely used due to the rapid development of mobile
devices and location technology. Users usually provide precise location information to LBS …

Locally differentially private continuous location sharing with randomized response

X Xiong, S Liu, D Li, J Wang… - International Journal of …, 2019 - journals.sagepub.com
With the growing popularity of fifth-generation-enabled Internet of Things devices with
localization capabilities, as well as on-building fifth-generation mobile network, location …

A hybrid location privacy protection scheme in big data environment

MR Nosouhi, VVH Pham, S Yu… - … 2017-2017 IEEE …, 2017 - ieeexplore.ieee.org
Location privacy has become a significant challenge of big data. Particularly, by the
advantage of big data handling tools availability, huge location data can be managed and …

L-srr: Local differential privacy for location-based services with staircase randomized response

H Wang, H Hong, L Xiong, Z Qin, Y Hong - Proceedings of the 2022 …, 2022 - dl.acm.org
Location-based services (LBS) have been significantly developed and widely deployed in
mobile devices. It is also well-known that LBS applications may result in severe privacy …

Privacy-preserving location data stream clustering on mobile edge computing and cloud

V Stephanie, MAP Chamikara, I Khalil… - Information Systems, 2022 - Elsevier
The advancements in positioning technologies have led to the emergence of various
location-based services, resulting in a drastic increase in location-based data generation …

Differentially private location privacy in practice

V Primault, SB Mokhtar, C Lauradoux… - arXiv preprint arXiv …, 2014 - arxiv.org
With the wide adoption of handheld devices (eg smartphones, tablets) a large number of
location-based services (also called LBSs) have flourished providing mobile users with real …

A survey of differential privacy-based techniques and their applicability to location-based services

JW Kim, K Edemacu, JS Kim, YD Chung, B Jang - Computers & Security, 2021 - Elsevier
The widespread use of mobile devices such as smartphones, tablets, and smartwatches has
led users to constantly generate various location data during their daily activities …

Equivalent mechanism: Releasing location data with errors through differential privacy

T Wang, Z Zheng, M Elhoseny - Future Generation Computer Systems, 2019 - Elsevier
Location-based services are raising remarkable convenience to our daily life while seriously
threatening the location privacy of individuals. Differential privacy provides a promising …