Differentially Private GANs for Generating Synthetic Indoor Location Data

arXiv:2404.07366v1 Announce Type: new
Abstract: The advent of location-based services has led to the widespread adoption of indoor localization systems, which enable location tracking of individuals within enclosed spaces such as buildings. While these systems provide numerous benefits such as improved security and personalized services, they also raise concerns regarding privacy violations. As such, there is a growing need for privacy-preserving solutions that can protect users' sensitive location information while still enabling the functionality of indoor localization systems. In recent …

adoption arxiv benefits buildings cs.ai cs.cr data eess.sp enable gans led localization location location data location tracking privacy private security services synthetic systems tracking