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

Vijaya Kumar, Thokala

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

Inhaltsangabe

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.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2025
Sprache
Englisch
ISBN 10 
3330024615
ISBN 13 
9783330024618
Einband
Tapa blanda
Anzahl der Seiten
92
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar