Privacy-aware Federated Database Infrastructure Construction for Heterogeneous Data Analysis on Micro-Data
The project aims to build a privacy-aware federated learning infrastructure for heterogeneous data analysis. This project is central to the investment made by Umeå University in federated databases, including related privacy solutions and data integrity solutions.
The research is initiated to include development of both theory and methodologies that are highly relevant for a federated database infrastructure, with research regarding integrity and privacy in database systems as the most important example. Our group plays a technology leading role in a University- wide steering which group also includes representatives of database owners, users, operating staff, and individuals with legal and ethical competence.