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Data Security in AI Systems: Strategy for Data Protection and Privacy - Tapa blanda

Vijaya Kumar, Thokala

 
9783330024618: Data Security in AI Systems: Strategy for Data Protection and Privacy
Tapa blanda
ISBN 10: 3330024615 ISBN 13: 9783330024618
Editorial: LAP LAMBERT Academic Publishing, 2025

Sinopsis

This book explores the vital intersection of AI and data security, stressing the need to safeguard sensitive information in intelligent systems. Part 1 introduces AI fundamentals and highlights why data security is critical as AI increasingly relies on large-scale data processing, making it vulnerable to threats. Part 2 outlines major risks like data poisoning, adversarial attacks, and model theft, along with protection methods such as encryption and differential privacy. Part 3 presents a case study on Google, examining how it manages data security and addresses real incidents. Part 4 explores future challenges, including quantum computing, evolving regulations, and the push for explainable AI. Part 5 concludes with practical recommendations to enhance AI security. Bridging technical detail and real-world examples, the book is a valuable resource for researchers, developers, and policymakers seeking to strengthen AI systems in a data-driven world.

"Sinopsis" puede pertenecer a otra edición de este libro.

Editorial
LAP LAMBERT Academic Publishing
Año de publicación
2025
Idioma
Inglés
ISBN 10 
3330024615
ISBN 13 
9783330024618
Encuadernación
Tapa blanda
Número de páginas
92
Contacto del fabricante
no disponible
Persona responsable
no disponible