… It also allows the crowdsourcing of CSI data. By … for indoor localization. The proposed
framework can also be adopted in other scenarios that have the same privacy-preserving and …

… localization accuracy and attack resilience, we propose a multi-vote WiFi-based Indoor
localization … [34] introduced several mechanisms to filter out fake RSS data in crowdsourced IPS …

… in order to generate privacy-preserving indoor location data. … decentralized indoor localization
via mobile crowdsourcing,” … Jin, “Floc: Fingerprint-based indoor localization system under …

… There are fingerprint-based localization techniques such as probabilistic methods [55… The
fingerprint collection can be alleviated by crowdsourcing in the device-based localization, but it …

… Abdallah, “Federated learning for rss fingerprint-based localization: A privacy-preserving
crowdsourcing method,” in 2020 International Wireless Communications and Mobile …

… to this problem is crowdsourcing. Wikipedia or OpenStreetMaps are good examples, even
in navigation, such as Waze. It brings new challenges if we rely on crowdsourcing. But then …

… data in crowdsourced IPS systems. As another example, PriWFL [15] protects user’s location
privacy by encrypting a user’s location query using … to perform indoor localization using fine-…

… Federated learning for rss fingerprint-based localization: a privacy preserving crowdsourcing
method. In: 2020 International Wireless Communications and Mobile Computing (IWCMC), …

… AutoFi is a state-ofthe-art fingerprint-based localization with an online-calibration … efficiency
data collection [35]. The fingerprint data update overhead can be reduced via crowdsourced …

… using crowdsourcing for indoor wifi fingerprint-based Localisation to collect training data for
machine learning has naturally become a convenient and effective … for privacy preserving …