Program 09:00 - 10:00 : Keynote – "Opportunities and Challenges on Distributed Learning", by Anne-Marie Kermarrec (EPFL) 10:00 - 10:30 : Coffee / tea break 10:30 - 11:30 : Session 1 – Privacy Francesco Diana (Inria - Université Côte d'Azur), "Attribute Inference Attacks for Federated Regression Tasks", AAAI 2025 Antoine Boutet (INSA Lyon), "MixNN: Protection of Federated Learning Against Inference Attacks by Mixing Neural Network Layers", Middleware 2022 Dimitri Lerévérend (Inria - Université de Rennes), "Low-Cost Privacy-Preserving Decentralized Learning", PETS 2025 11:30 - 12:30 : Session 2 – Data & Applications Nelly Barret (Politecnico di Milano), "Leveraging Profiling to…