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 …

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 …

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 …

Geo-indistinguishability: Differential privacy for location-based systems

ME Andrés, NE Bordenabe, K Chatzikokolakis… - Proceedings of the …, 2013 - dl.acm.org
The growing popularity of location-based systems, allowing unknown/untrusted servers to
easily collect huge amounts of information regarding users' location, has recently started …

[图书][B] Privacy for location-based services

G Ghinita - 2013 - books.google.com
Sharing of location data enables numerous exciting applications, such as location-based
queries, location-based social recommendations, monitoring of traffic and air pollution …

Impact of frequency of location reports on the privacy level of geo-indistinguishability

R Mendes, M Cunha, JP Vilela - Proceedings on Privacy …, 2020 - petsymposium.org
Location privacy has became an emerging topic due to the pervasiveness of Location-
Based Services (LBSs). When sharing location, a certain degree of privacy can be achieved …

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 …

Protecting locations with differential privacy under temporal correlations

Y Xiao, L Xiong - Proceedings of the 22nd ACM SIGSAC conference on …, 2015 - dl.acm.org
Concerns on location privacy frequently arise with the rapid development of GPS enabled
devices and location-based applications. While spatial transformation techniques such as …

Application of local differential privacy to collection of indoor positioning data

JW Kim, DH Kim, B Jang - Ieee Access, 2018 - ieeexplore.ieee.org
Big data, which is being explosively generated in various areas, is considered as a new
growth engine for diverse industries. In recent years, analysis of big data has attracted …

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 …