A PRIVACY-PRESERVING CONTENT-BASED IMAGE RETRIEVAL METHOD: IN CLOUD IMAGE REPOSITORIES - Softcover

Jadhav, Atish; Thigale, Somnath

Softcover

ISBN 10: 6208421942 ISBN 13: 9786208421946

Publisher: LAP LAMBERT Academic Publishing, 2025

Synopsis

Now days, Cloud computing it is been playing a crucial role in terms of data storing and reducing the overall cost to entrepreneurs. Storage requirements for visual data have increased in recent years, following the appearance of many interactive multimedia services and applications for mobile devices in personal and business scenarios. This was a key a determining factor for the adoption of cloud-based data outsourcing solutions. However, even the outsourcing of data storage in the cloud leads to new security challenges that must be carefully addressed. We propose a secure framework for the storage and recovery of the subcontracted privacy protection in large archives of shared images. Our proposal is based on IES-CBIR, a novel Encryption scheme of the image that presents image recovery properties based on content. The framework allows both encrypted storage and search using content-based image retrieval queries while preserving privacy against honest but curious cloud administrators. We have built a prototype of the proposed framework, formally analyzed and tested its safety properties, and experimentally assessed its performance and accuracy of recovery.

Edition details

• Publisher: LAP LAMBERT Academic Publishing
• Publication date: 2025
• Language: English
• ISBN 10: 6208421942
• ISBN 13: 9786208421946
• Binding: Paperback
• Number of pages: 52