Modeling privacy in WiFi fingerprinting indoor localization

Z Yang, K Järvinen - … : 12th International Conference, ProvSec 2018, Jeju …, 2018 - Springer
… , we study privacy models for privacy-preserving Wifi fingerprint based indoor localization
(… goals of both client-side and server-side privacy beyond the curious-but-honest setting. In …

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
… focus on the privacy problem in indoor localization. The author … homomorphic encryption of
measured Wi-Fi RSSs is processed … the privacy preserving yet lightweight indoor localization

Privacy-preserving Wi-Fi fingerprinting indoor localization

T Zhang, SSM Chow, Z Zhou, M Li - … 2016, Tokyo, Japan, September 12-14 …, 2016 - Springer
… We study the privacy issues of indoor localization, and formulate the … for privacy-preserving
indoor localization based on our model. The proposed privacy-preserving indoor localization

Privacy-preserving indoor localization on smartphones

A Konstantinidis, G Chatzimilioudis… - … on Knowledge and …, 2015 - ieeexplore.ieee.org
… fine-grained Wi-Fi localization scenarios in indoor spaces, … related work on indoor localization
and privacy-preserving … 2.1 Background on Indoor Localization The localization literature …

Achieving privacy preservation in WiFi fingerprint-based localization

H Li, L Sun, H Zhu, X Lu… - Ieee Infocom 2014-IEEE …, 2014 - ieeexplore.ieee.org
… In this paper, we first analyze the privacy issues of WiFi fingerprint-based localization and …
for indoor localization, WiFi fingerprint-based localization can lead to potential privacy

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
privacy problem of both TBL clients and localization server in WiFi fingerprint based indoor
localization … can protect both location privacy of TBL clients and data privacy of the fingerprint …

Preserving privacy in WiFi localization with plausible dummy locations

P Zhao, W Liu, G Zhang, Z Li… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
WiFi localization privacy algorithm, this paper proposes to reinforce dummy techniques with
plausible dummy location to … indoor location privacy preservation using dummy techniques. …

Towards modeling privacy in WiFi fingerprinting indoor localization and its application

Z Yang, K Järvinen - Journal of Wireless Mobile Networks …, 2019 - researchportal.helsinki.fi
… In this paper, we study privacy models for privacy-preserving WiFi fingerprint based indoor
… goals of both client-side and server-side privacy beyond the curious-but-honest setting. In …

WiFi fingerprint releasing for indoor localization based on differential privacy

Y Zhu, Y Wang, Q Liu, Y Liu… - … , indoor, and mobile radio …, 2017 - ieeexplore.ieee.org
… Current approaches to mitigate the privacy concerns rely on the encryption with large …
version of differential privacy. We extend the standard definition to the indoor WiFi fingerprint data …

Efficient privacy-preserving fingerprint-based indoor localization using crowdsourcing

P Armengol, R Tobkes, K Akkaya… - 2015 IEEE 12th …, 2015 - ieeexplore.ieee.org
WiFi signals and tracking information. In this paper, we implemented a privacy-preserving
indoor localization … of accuracy, complexity, scalability and privacy. We developed an Android …