Tutorial
Kraków, Poland
Decentralized Federated Learning: Enabling Collaborative AI With Enhanced Trust and Efficiency
26th European Conference on Artificial Intelligence (ECAI 2023)
A tutorial connecting the foundations of decentralized federated learning with practical experimentation. The session explores architectures, components, security, privacy and optimization, alongside applications and open research challenges.
Authors
- Alberto Huertas Celdrán1
- Enrique Tomás Martínez Beltrán2
- Pedro Miguel Sánchez Sánchez2
- Gérôme Bovet3
- Gregorio Martínez Pérez2
- Burkhard Stiller1
- 1Communication Systems Group (CSG), Department of Informatics (IfI), University of Zurich (UZH), Switzerland
- 2Department of Information and Communications Engineering, University of Murcia, Spain
- 3Cyber-Defence Campus within armasuisse Science & Technology, Thun, Switzerland