Privacy in indoor positioning systems: A systematic review

S Holcer, J Torres-Sospedra, M Gould… - … on localization and …, 2020 - ieeexplore.ieee.org
This article proposes a systematic review of privacy in indoor positioning systems. The
selected 41 articles on location privacy preserving mechanisms employ non-inherently …

Privacy-preserving indoor localization based on inner product encryption in a cloud environment

Z Wang, Y Xu, Y Yan, Y Zhang, Z Rao… - Knowledge-Based …, 2022 - Elsevier
How to utilize the resource-rich cloud to provide scalable indoor localization service to solve
the problem of limited user equipment resources while preventing privacy leakage has …

Privacy protection in 5G positioning and location-based services based on SGX

Z Yan, X Qian, S Liu, R Deng - ACM Transactions on Sensor Networks …, 2022 - dl.acm.org
As the sensitivity of position, the privacy protection in both 5G positioning and its further
application in location-based services (LBSs) has been paid special attention and studied …

Lightweight privacy-preserving scheme in Wi-Fi fingerprint-based indoor localization

G Zhang, A Zhang, P Zhao, J Sun - IEEE Systems Journal, 2020 - ieeexplore.ieee.org
Wi-Fi fingerprint-based localization, a common indoor localization technique, plays an
important role in the Internet of Things, supporting a number of mobile applications, eg …

[HTML][HTML] 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 …

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 noncloud methods but also
confront serious privacy concerns. Existing privacy-preserving schemes are designed for …

A reliable protocol for data aggregation and optimized routing in IoT WSNs based on machine learning

N Chandnani, CN Khairnar - Wireless Personal Communications, 2023 - Springer
Abstract Data Aggregation for IoT-WSN, based on Machine Learning (ML), allows the
Internet of Things (IoT) and Wireless Sensor Networks (WSN) to send accurate data to the …

GC-Loc: A graph attention based framework for collaborative indoor Localization using infrastructure-free signals

T He, Q Niu, N Liu - Proceedings of the ACM on Interactive, Mobile …, 2023 - dl.acm.org
Indoor localization techniques play a fundamental role in empowering plenty of indoor
location-based services (LBS) and exhibit great social and commercial values. The …

RoPriv: Road network-aware privacy-preserving framework in spatial crowdsourcing

M Wang, H Jiang, P Zhao, J Li, J Liu… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Spatial Crowdsourcing (SC) has been an indispensable Location-based Service where the
SC server assigns tasks to workers based on the locations of task requesters and workers …

Preserving location privacy against inference attacks in indoor positioning system

D Hemkumar - Peer-to-Peer Networking and Applications, 2024 - Springer
Location-based service (LBS) servers are refined periodically due to the new type of privacy
issues involved while providing various social benefits to the users. In literature, many …