3 papers
cs.DC2024
From Theory to Practice: Demonstrators of FAIR Data Spaces Across Different Sectors
Nikolaus Glombiewski, Zeyd Boukhers, Christian Beilschmidt +13
The principles of data spaces for sovereign data exchange across trusted organizations have so far mainly been adopted in business-to-business settings, and recently scaled to clou…
cs.DC2023
Privacy-Preserving Linkage of Distributed Datasets using the Personal Health Train
Maximilian Jugl, Sascha Welten, Yongli Mou +4
With the generation of personal and medical data at several locations, medical data science faces unique challenges when working on distributed datasets. Growing data protection re…
cs.CR2023
PADME-SoSci: A Platform for Analytics and Distributed Machine Learning for the Social Sciences
Zeyd Boukhers, Arnim Bleier, Yeliz Ucer Yediel +4
Data privacy and ownership are significant in social data science, raising legal and ethical concerns. Sharing and analyzing data is difficult when different parties own different…