Federated Cyber Intelligence: Federated Learning for Cybersecurity

This book offers a detailed exploration of how federated learning can address critical challenges in modern cybersecurity. It begins with an introduction to the core principles of federated learning. Then it highlights a strong foundation by exploring the fundamental components, workflow, and algorithms of federated learning, alongside its historical development and relevance in safeguarding digital systems.

The subsequent sections offer insight into key cybersecurity concepts, including con...