AIBullisharXiv – CS AI · 6h ago7/10
🧠
GuidaPA: Privacy-Preserving Chatbot for Public Administration via Federated Learning
GuidaPA is a privacy-preserving chatbot for Italian public administration that uses federated learning to train on sensitive documentation without centralizing data. The system achieves comparable performance to traditional centralized fine-tuning while keeping sensitive data distributed across agency servers, demonstrating federated learning's viability for regulated institutional deployments.