Preserving location privacy against inference attacks in indoor positioning system

D Hemkumar - Peer-to-Peer Networking and Applications, 2024 - Springer
… [35] implemented the privacy-preserving indoor localization scheme by adopting CSI fingerprint
and fuzzy logic. They analyze the performance of accuracy, privacy, and scalability when …

Zone-Based federated learning in indoor positioning

O Tasbaz, V Moghtadaiee… - 2022 12th International …, 2022 - ieeexplore.ieee.org
… majority of privacy-preserving techniques employed in indoor … decentralized indoor localization
via mobile crowdsourcing. IEEE … Floc: fingerprintbased indoor localization system under a …

Multi-Fingerprint for wireless localization in time-varying indoor environment

L Yu, YW Leung, X Chu, JKY Ng - GLOBECOM 2020-2020 …, 2020 - ieeexplore.ieee.org
… environments: • The first approach is crowdsourcing. Users’ … FP, we apply any existing
fingerprint-based algorithm (eg, K… rebirth of privacy-preserving WiFi fingerprint localization with …

Miamimapper: Crowd analysis using active and passive indoor localization through wi-fi probe monitoring

N Jarvis, J Hata, N Wayne, V Raychoudhury… - Proceedings of the 15th …, 2019 - dl.acm.org
… Although indoor localization using wireless technology has been extensively studied, … and
compared the localization accuracy of users through active fingerprint based localization and …

Efficient privacy preserving single anchor localization using noise-adding mechanism for Internet of Things

Y Li, G Wang, F Zuo - … Conference on Web Information Systems and …, 2021 - Springer
indoor localization … , the privacy-preserving accurate and distributed localization algorithm
(PP-ADL) is proposed to solve the location privacy problem of nodes during crowdsourcing

Preserving Privacy in Wi-Fi Localization with Plausible Dummy Locations

G Zhang, P Zhao, A Zhang - Privacy Preservation in Distributed Systems …, 2024 - Springer
privacy-preserving algorithm with a Wi-Fi fingerprint-based … To design an effective and
privacy-preserving indoor localization … A privacy preserving method for crowdsourcing in indoor

Ensemble strategy utilizing a broad learning system for indoor fingerprint localization

C Wu, T Qiu, C Zhang, W Qu… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
indoor positioning system [2]. Because of the framework and characteristics of mobile devices,
Wi-Fi fingerprint-based location … maps by crowdsourcing PDR traces for indoor positioning,…

An Effective 3D Indoor Localization Approach Based on Fingerprint Fusion Positioning

H Yang, Z Hu, DC Li, T Li - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
… Systematic indoor positioning mode We propose a systematic indoor positioning mode, which
… Theodoridis, “Privacy-preserving indoor localization on smartphones,” IEEE Trans. Knowl. …

Indoor Positioning Privacy Protection Method Based on Federated Learning in MEC Environment

J Wang, L Tian, G Zhu, C Liu… - Mobile Information …, 2022 - Wiley Online Library
… a fingerprint-based high-precision indoor positioning system … edge crowdsourcing indoor
localization architecture to … δ μ denotes the privacy-preserving budget allocated to users for …

Indoor localization using device sensors: A threat to privacy

H Verma, S Naval, BR Killi, P Vinod - Microprocessors and Microsystems, 2024 - Elsevier
… They used a probabilistic fingerprint-based technique to achieve the desired accuracy. … a
privacy preserving indoor localization approach by leveraging ideas from indoor localization