1st Edition

Sustainable Development Using Private AI Security Models and Applications

Edited By Uma Maheswari V, Rajanikanth Aluvalu Copyright 2025
318 Pages 53 B/W Illustrations
by CRC Press

318 Pages 53 B/W Illustrations
by CRC Press

318 Pages 53 B/W Illustrations
by CRC Press

This book covers the fundamental concepts of private AI and its applications. It also covers fusion of Private AI with cutting-edge technologies like cloud computing, federated learning and computer vision. Security Models and Applications for Sustainable Development Using Private AI reviews various encryption algorithms used for providing security in private AI. It discusses the role of... Read more

Chapter 1. A Research Study on Concepts & Applications of Artificial Intelligence: Governance in Smart Cities
S Sowjanya. C, J.Manoranjini, C.Needhu, Vinod V. Kulkarni, Sengole Merlin, Satyanarayana Nimmala

Chapter 2. Encryption and Decryption Algorithms in Private AI
Padmavathi Vurubindi, Sujatha Canavoy Narahari

Chapter 3. Advancing Privacy in AI: Homomorphic Encryption and Private AI
Syed Shaheen, K. Spandana, M. Venkata Krishna Reddy, Boyidi Poorna Satyanarayana, Devee siva Prasad Dulam

Chapter 4. AI-Driven Privacy Preservation using Homomorphic Encryption with AM-ResNetbased Classification in Gastrointestinal Diseases
Syed Abdul Moeed, Shaik Munawar, G. Ashmitha

Chapter 5. Cryptographic Security in Credit Card Fraud Detection Using Homomorphic Encryption with CRO based Hybrid BL-GRU Classification
B. Veeru, N. Devender, Korra Shoban

Chapter 6. Private AI in Education: A Critical Challenges and Aspects of Enhancement Strategies
Sumithra Salla, Alekhya Pasumarthy, Dhruv Tadikonda, Tilak Parsha, Sanjeeb Kumar Mandal

Chapter 7. A model of pre-adoptive appraisal toward private AI implementation in Public Sector Accounting Education in Higher Education Institutions
Pham Quang Huy, Vu Kien Phuc

Chapter 8. Recruitment and Staffing in educational sectors via Explainable AI and Blockchain
Sangeeta Gupta

Chapter 9. Private AI in Healthcare: Technological Constraints, Future Directions and Emerging Trends
Sumithra Salla, Grandhi Manognadevi, Kanuganti Akhila, Sanjeeb Kumar Mandal

Chapter 10. Unlocking the Potential of Deep Learning in Knee Bone Cancer Diagnosis UsingMSCSA-Net Segmentation and MLGC-LTNet Classification
Swathi Baswaraju, Arunadevi Thirumalraj, Manjunatha B

Chapter 11. Enhancing Image Forgery Detection on Social Media via Grabcut Segmentation and RA based MobileNet with MREA for Data Security
S.Suresh, B.Krishna, J.Chaitanya

Chapter 12. Private AI in E-Commerce: Safeguarding Consumer Data in the Digital Marketplace
Ramu Kuchipudi, T. Prathima, Ramesh Babu Palamakula, T. Satyanarayana Murthy, K Gangadhara Rao

Chapter 13. Private Artificial Intelligence (AI) in Social Media
Adepu Srihita, Ananya Suma Konda, Amogh Bellurkar, B. Sumithra, Bishwambhar Mishra

Chapter 14. Blockchain based PrivateAI Model with RPOA based Sampling Method for Credit Card Fraud Detection
S Stephe, Revathi V, B. Gunapriya, Arunadevi Thirumalraj

Chapter 15. Breast Cancer Detection using Mother Optimization Algorithm based Chaotic Map with Private AI Model
N. Selvamuthukumaran,  Aravinda K,  Manjunatha B,  Arunadevi Thirumalraj

Biography

Uma Maheswari V is Senior Member of IEEE and working as an Associate Professor, Department of CSE, Chaitanya Bharathi Institute of Technology, Hyderabad, India.

Rajanikanth Aluvalu is a Senior Member of IEEE and working as Director and Professor, Symbiosis Institute of Technology, Hyderabad Campus, Hyderabad, Symbiosis International (Deemed University), Pune, India. Post Doctoral Research Fellow, COPE labs, Lusófona University, Portugal, Member, Artificial Intelligence Group, Department of Computer Engineering, Lusófona University, Portugal.