Name: Federated Cyber Intelligence: Federated Learning for Cybersecurity (en Inglés)
SKU: 64000687
Price: 63.69 USD
Availability: InStock
Author: Tabrizchi Hamed,Aghasi Ali

portada Federated Cyber Intelligence: Federated Learning for Cybersecurity (en Inglés)

Federated Cyber Intelligence: Federated Learning for Cybersecurity (en Inglés)

Formato

Libro Físico

Editorial

Springer

Autor

Tabrizchi Hamed,Aghasi Ali

Idioma

Inglés

Encuadernación

Tapa Blanda

ISBN13

9783031865916

Federated Cyber Intelligence: Federated Learning for Cybersecurity (en Inglés)

Tabrizchi Hamed,Aghasi Ali (Autor) · Springer · Tapa Blanda

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Reseña del libro "Federated Cyber Intelligence: Federated Learning for Cybersecurity (en Inglés)"

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 confidentiality, integrity, and availability. It also offers various types of cyber threats, such as malware, phishing, and advanced persistent threats. This book provides a practical guide to applying federated learning in areas such as intrusion detection, malware detection, phishing prevention, and threat intelligence sharing. It examines the unique challenges and solutions associated with this approach, such as data heterogeneity, synchronization strategies and privacy-preserving techniques. This book concludes with discussions on emerging trends, including blockchain, edge computing and collaborative threat intelligence. This book is an essential resource for researchers, practitioners and decision-makers in cybersecurity and AI.