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

Vijaya Kumar, Thokala

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.

Über diesen Titel

Über die Autorin bzw. den Autor

Dr.Thokala Vijaya Kumar M.Com (e-Commerce), MBA, SET, NET, Ph.D. is a passionate Researcher and Academician. He was JRF holder from Ministry of Social Justice and Empowerment, Government of India. Currently he is working as a faculty member, Department of Commerce at University Post Graduate College, Osmania University, Hyderabad, Telangana, India.

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2025
• Sprache: Englisch
• ISBN 10: 3330024615
• ISBN 13: 9783330024618
• Einband: Taschenbuch
• Auflage: 1
• Anzahl der Seiten: 92
• Kontakt zum Hersteller: Editions Vie; customerservice@vdm-vsg.de; ; Brivibas gatve 197; Riga; 1039; Lettland