DEFENDIS: Decentralized Federated Learning for IOT Device Identification and SecurityEU-GUARDIAN: European Framework and Proofs-of-concept for the Intelligent Automation of Cyber Defence Incident ManagementVALKYRIES: Harmonization and Pre-Standardization of and Tactical Coordinated procedures for First Aid Vehicles deployment on European multi-victim DisastersCyberBrain: Cybersecurity in BCI for Advanced Driver AssistanceIntroducing NEBULA, a cutting-edge platform designed to facilitate the training of federated models within both centralized and decentralized architectures.An exploration into the world of DFL and its applications.