WiFi fingerprint releasing for indoor localization based on differential privacy

Y Zhu, Y Wang, Q Liu, Y Liu… - 2017 IEEE 28th Annual …, 2017 - ieeexplore.ieee.org
WiFi fingerprint-based localization is regarded as one of the most promising techniques for
indoor localization. However, this raises serious privacy concerns. Current approaches to …

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 …

[HTML][HTML] 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 …

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 …

DP3: A differential privacy-based privacy-preserving indoor localization mechanism

Y Wang, M Huang, Q Jin, J Ma - IEEE Communications Letters, 2018 - ieeexplore.ieee.org
Wi-Fi fingerprint-based indoor localization is regarded as one of the most promising
techniques for location-based services. However, it faces serious problem of privacy …

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 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 …

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 …

A privacy preserving method for crowdsourcing in indoor fingerprinting localization

N Alikhani, V Moghtadaiee, AM Sazdar… - … on Computer and …, 2018 - ieeexplore.ieee.org
Localization services have gained popularity in recent years to facilitate the daily lives of
users. With increasing people desire to use Location Based Services (LBSs), the privacy of …

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 …