Survey Paper on Secure Content-Based Image Retrieval in Cloud Computing |
Author(s): |
Pooja Ramdas Auti , Shri. Chhatrapati Shivaji Maharaj College of Engineering, Nepti, Ahmednagar; Archna Berad, Shri. Chhatrapati Shivaji Maharaj College of Engineering, Nepti, Ahmednagar; Prajakta Sinare, Shri. Chhatrapati Shivaji Maharaj College of Engineering, Nepti, Ahmednagar; Rohit Kendre, Shri. Chhatrapati Shivaji Maharaj College of Engineering, Nepti, Ahmednagar; Akshay Phalke, Shri. Chhatrapati Shivaji Maharaj College of Engineering, Nepti, Ahmednagar |
Keywords: |
data and computation outsourcing, encrypted data processing, searchable encryption content based image retrieval |
Abstract |
The requirements for the storage of visual data have increased in recent years, following the emergence of numerous interactive multimedia services and applications for mobile devices in personal and commercial environments. This has been a determining factor in adopting cloud-based data outsourcing solutions. However, even outsourced data storage in the cloud presents new security challenges that need to be addressed carefully. We offer a secure framework for archiving and recovering outsourced privacy protection in large shared image files. Our proposal is based on CBIR, a new image encryption scheme that features image-based image recovery. The framework allows encrypted storage and retrieval queries based on content, maintaining privacy in front of honest but curious cloud administrators. We have created a prototype of the proposed framework, we formally analyze and test its safety properties and experimentally evaluate its performance and recovery accuracy. Our results show that CBIR is probably safe, allowing more efficient operations than existing proposals, both in terms of time and space complexity, and paves the way for new scenarios of practical application. |
Other Details |
Paper ID: IJSRDV8I20179 Published in: Volume : 8, Issue : 2 Publication Date: 01/05/2020 Page(s): 182-184 |
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