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
… propose a lightweight privacy-preserving scheme (LWP 2 ) which protects both location privacy
… 2 is to first formalize the privacy-preserving localization problem as minimizing the least-…

Lightweight Privacy-Preserving Scheme in WiFi Fingerprint-Based Indoor Localization

G Zhang, P Zhao, A Zhang - Privacy Preservation in Distributed Systems …, 2024 - Springer
… To deal with these problems above, in this paper, we propose a LightWeight Privacy-Preserving
scheme (\(\mathrm {LWP}^{2}\)), which can protect both location privacy and data …

Practical privacy protection scheme in WiFi fingerprint-based localization

W Wu, S Fu, Y Luo - 2020 IEEE 7th International Conference on …, 2020 - ieeexplore.ieee.org
location ID. Differential privacy is a definition of privacy tailored to the problem of privacypreserving
The death and rebirth of privacypreserving wifi fingerprint localization with paillier …

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
… a privacy-preservinglightweight server which has few computing resources, and it is also
honest-but-curious. Our goal is to implement privacy-preserving fingerprint-based localization

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 system that integrates the proposed privacy-preserving algorithm with a WiFi
fingerprint based … We compare our work LPPD with the existing privacypreserving scheme

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
… 2) This is the first work that HNSW is adopted in a privacy preserving WiFi fingerprint-based
indoor positioning. With the protection of fingerprint mapping method and the IPE …

FAPRIL: Towards faster privacy-preserving fingerprint-based localization

C van der Beets, R Nieminen… - Cryptology ePrint Archive, 2022 - eprint.iacr.org
… Although fingerprint-based indoor localization has gained wide … , a privacy-preserving indoor
localization scheme, which … We can split our scheme into two parts: an input independent …

[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
fingerprint-based indoor positioning is localization algorithm that can find the mapping
relationship between fingerprints and locationprivacy-preserving IPS with fusion of WiFi and BLE …

Preserving Privacy in Wi-Fi Localization with Plausible Dummy Locations

G Zhang, P Zhao, A Zhang - Privacy Preservation in Distributed Systems …, 2024 - Springer
… In this section we implement a privacy-preserving Wi-Fi localization system that integrates
the proposed algorithm with a Wi-Fi fingerprint-based localization algorithm [26]. In the …

Know where you are: A practical privacy-preserving semi-supervised indoor positioning via edge-crowdsensing

J An, Z Wang, X He, X Gui, J Cheng… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… Aiming at the problems of current indoor localization, we propose an improved privacy
preserving Wi-Fi fingerprinting positioning algorithm to decrease the workload of data collection, …