A differentially private indoor localization scheme with fusion of WiFi and bluetooth fingerprints in edge computing

X Zhang, F He, Q Chen, X Jiang, J Bao, T Ren… - Neural Computing and …, 2022 - Springer
As an enabling technology for edge computing scenarios, indoor localization has a broad
prospect in a variety of location-based applications, such as tracking, navigating, and …

Preserving privacy in WiFi localization with plausible dummy locations

P Zhao, W Liu, G Zhang, Z Li… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Benefiting from the development of wireless communication, WiFi localization plays a vital
role in various mobile applications. However, users' locations are breached by untrusted …

On the privacy protection of indoor location dataset using anonymization

A Fathalizadeh, V Moghtadaiee, M Alishahi - Computers & Security, 2022 - Elsevier
Indoor positioning is becoming more popular with increasing user demands on Location-
based Services (LBS) and Social Networking Services (SNS). Location fingerprinting is …

Indoor geo-indistinguishability: Adopting differential privacy for indoor location data protection

A Fathalizadeh, V Moghtadaiee… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Due to the extensive applicability of Location-Based Services (LBSs) and the Global
Navigation Satellite System (GNSS) failure in indoor environments, indoor positioning …

Indoor Location Fingerprinting Privacy: A Comprehensive Survey

A Fathalizadeh, V Moghtadaiee, M Alishahi - arXiv preprint arXiv …, 2024 - arxiv.org
The pervasive integration of Indoor Positioning Systems (IPS) arises from the limitations of
Global Navigation Satellite Systems (GNSS) in indoor environments, leading to the …

Privacy-Preserving WiFi Localization Based On Inner Product Encryption in a Cloud Environment

Z Wang, Y Xu, Y Yan, X Ouyang… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
Cloud-based indoor positioning services have advantages over non-cloud methods but also
confront serious privacy concerns. Existing privacy-preserving schemes are designed for …

High-precision multipath-based indoor localization scheme with user privacy protection for dynamic NLoS environments

A Zayets, C Gentner, E Steinbach - IEEE Access, 2021 - ieeexplore.ieee.org
High-precision indoor localization systems (ILSs) are critical for applications such as human
smartphone navigation, autonomous robotics and automated warehouse and factory design …

室内定位隐私保护综述

王志恒, 徐彦彦 - 通信学报, 2023 - infocomm-journal.com
智能手机的室内定位服务通常由第三方定位服务商提供, 其独有的隐私泄露风险已成为制约其
发展的主要因素, 如何保护定位过程中用户和数据的隐私成为一个亟待解决的重要问题 …

Implementation and evaluation of VLC-based indoor positioning systems for smart supermarkets

DH Mai, AT Pham - 2018 9th International Conference on …, 2018 - ieeexplore.ieee.org
This paper presents an experimental implementation and performance evaluation of an
indoor positioning system based on visible light communications (VLC). The system …

Have the cake and eat it too: Differential Privacy enables privacy and precise analytics

R Subramanian - Journal of Big Data, 2023 - Springer
Existing research in differential privacy, whose applications have exploded across functional
areas in the last few years, describes an intrinsic trade-off between the privacy of a dataset …