This National Science Foundation (NSF) Computer and Information Science and Engineering (CISE) federal Project Grant award of $370,000 to Florida State University (FSU) will fund the development of "MobilityNet", a trustworthy cyberinfrastructure (CI) emulation tool to synthesize realistic mobility data using privacy-preserving generative machine learning. The goal is to provide the science and engineering community with diverse, sanitized mobility datasets to enable multidisciplinary innovations in fields such as computer science, transportation, urban planning, epidemiology, and economics. The project will address challenges around data bias, implicitness, and sensitivity through three key CI components: cross-domain real data curation, socially-informed real data interpretation, and privacy-preserving synthetic data generation. The award, effective July 1, 2024 through June 30, 2027, is expected to contribute to the success of the national CI ecosystem by advancing technologies for trustworthy data sharing and accessibility.
Generated 1/28/25, 10:03 AM