… was proposed [8], which provided privacy guarantee for each SU. In a sense… WiFi fingerprint
indoor localization, in that both schemes aim to protect the data contributors’ location privacy…

… of differential privacy. We extend the standard definition to the indoor WiFi fingerprint data
for … With a given privacy budget, the proposed method generalizes the original dataset, and …

… privacy-preserving IPS with fusion of WiFi and BLE fingerprint and propose A differentially
private fingerprint … Adp-FSELM, a novel and effective privacy-preserving indoor localization ML …

… a PPWFL scheme for some typical privacy attacks in the system’s WiFi fingerprinting localization.
It combines WiFi fingerprinting localization and machine learning algorithm localization …

… Further, we employ differential privacy model to … privacy-preserving site survey scheme for
WiFi fingerprint-based localization based on homomorphic encryption and differential privacy …

… connectivity to WiFi APs, presence of an individual in a video feed, WiFi fingerprinting, as …
Of the different methods for localizing individuals within the building, using WiFi APs to track …

… ensure the privacy of the LSP fingerprint database from … differential privacy WiFi
fingerprint-based indoor localization scheme. Our contributions are as follows: Existing differential …

… Existing works on WiFi localization preservation employed … used for privacy preservation
in WiFi localization scenarios … To design an effective yet lightweight WiFi localization privacy …

… privacy and data privacy with lower cost. The intuition of LWP … , both location privacy and
data privacy can be preserved. … rebirth of privacy-preserving WiFi fingerprint localization with …

… 2.1 Channel estimation in WiFi As a prelude to CSI-based fingerprinting, we describe
channel estimation in WiFi throughout this section. Fig. 2 shows the IEEE 802.11ac PHY frame …