Artificial intelligence (AI) has become an integral part of our lives, from personalized recommendations to smart assistants. However, the need for large amounts of data to train AI models raises concerns about privacy, security, and data ownership. Federated learning, an innovative approach to machine learning, offers a solution by enabling…