Global Outlier Detection in a Federated Learning Setting with Isolation Forest. - Daniele Malpetti; Laura Azzimonti (CoRR, 2024)

Flotta: a Secure and Flexible Spark-inspired Federated Learning Framework. - Claudio Bonesana; Daniele Malpetti; Sandra Mitrovic; Francesca Mangili; Laura Azzimonti (CoRR, 2024)

Technical Insights and Legal Considerations for Advancing Federated Learning in Bioinformatics. - Daniele Malpetti; Marco Scutari; Francesco Gualdi; Jessica van Setten; Sander W. Van der Laan; Saskia Haitjema; Aaron Mark Lee; Isabelle Hering; Francesca Mangili (CoRR, 2025)