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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
Publisher: LAP LAMBERT Academic Publishing, 2025

Synopsis

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.

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Publisher
LAP LAMBERT Academic Publishing
Publication date
2025
Language
English
ISBN 10 
3330024615
ISBN 13 
9783330024618
Binding
Paperback
Edition number
1
Number of pages
92