Systems and methods for administrating a federated learning network. Assigned to Owkin France SAS. Filed July 3, 2023. Inventors: Inal Djafar, Mathieu Andreux, Eric W. Tramel, Mathieu Galtier, Camille Marini, Jean du Terrail.