A lightweight location privacy-preserving scheme for WiFi fingerprint-based localization

H Li, Y He, X Cheng, L Sun - … and Knowledge in the Internet of …, 2016 - ieeexplore.ieee.org
Although regarded as a promising approach for indoor localization, WiFi fingerprint-based
localization can lead to potential location privacy violations. In this work, we study the …

Achieving privacy preservation in WiFi fingerprint-based localization

H Li, L Sun, H Zhu, X Lu… - Ieee Infocom 2014-IEEE …, 2014 - ieeexplore.ieee.org
WiFi fingerprint-based localization is regarded as one of the most promising techniques for
indoor localization. The location of a to-be-localized client is estimated by mapping the …

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 …

Privacy-preserving WiFi Fingerprint Localization Based on Spatial Linear Correlation

X Yang, Y Luo, M Xu, S Fu, Y Chen - International Conference on Wireless …, 2022 - Springer
With the widespread deployment of IoT (Internet of Things) devices, WiFi fingerprint-based
localization is becoming one of the most promising techniques for indoor localization. A …

Privacy-preserving Wi-Fi fingerprinting indoor localization

T Zhang, SSM Chow, Z Zhou, M Li - … 2016, Tokyo, Japan, September 12-14 …, 2016 - Springer
A diversity of indoor localization techniques have become accurate and ready to use. A
client first measures its location characteristics, and then calculates its location with the …

[PDF][PDF] Towards Modeling Privacy in WiFi Fingerprinting Indoor Localization and its Application.

Z Yang, K Järvinen - J. Wirel. Mob. Networks Ubiquitous Comput …, 2019 - helda.helsinki.fi
In this paper, we study privacy models for privacy-preserving WiFi fingerprint based indoor
localization (PPIL) schemes. We show that many existing models are insufficient and make …

Modeling privacy in WiFi fingerprinting indoor localization

Z Yang, K Järvinen - … : 12th International Conference, ProvSec 2018, Jeju …, 2018 - Springer
In this paper, we study privacy models for privacy-preserving Wifi fingerprint based indoor
localization (PPIL) schemes. We show that many existing models are insufficient and make …

The death and rebirth of privacy-preserving WiFi fingerprint localization with Paillier encryption

Z Yang, K Järvinen - IEEE INFOCOM 2018-IEEE conference on …, 2018 - ieeexplore.ieee.org
Localization based on premeasured WiFi fingerprints is a popular method for indoor
localization where satellite based positioning systems are unavailable. In these systems …

Privacy-preserving crowdsourced site survey in WiFi fingerprint-based localization

S Li, H Li, L Sun - EURASIP Journal on Wireless Communications and …, 2016 - Springer
Typically, site survey is an inevitable phase for WiFi fingerprint-based localization which is
regarded as one of the most promising techniques for indoor localization. However, the site …

Efficient privacy-preserving fingerprint-based indoor localization using crowdsourcing

P Armengol, R Tobkes, K Akkaya… - 2015 IEEE 12th …, 2015 - ieeexplore.ieee.org
Indoor localization has been widely studied due to the inability of GPS to function indoors.
Numerous approaches have been proposed in the past and a number of these approaches …