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Data Security in AI Systems

By Thokala Vijaya Kumar

Data Security in AI Systems

By Thokala Vijaya Kumar

0 - Default Title
Description
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.
Product details
Binding:
Paperback
Edition:
1
Number of Pages:
92
Release Date:
2025-06-27
Publication Date:
2025-06-27
Publisher:
LAP LAMBERT Academic Publishing
Languages:
Original: English
ISBN10:
3330024615
ISBN13:
9783330024618
GPSR Manufacturer Reference:
[email protected]
Weight:
155 g
Height:
150 cm
Width:
220 cm
Thickness:
6 cm
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