This work presents a framework that enhances data confidentiality in cloud storage, indicating practical scalability and applicability.
This work presents a practical multi-layered encryption and privacy-preserving framework designed to enhance data confidentiality in cloud storage environments. The proposed approach integrates symmetric encryption for data protection, hybrid cryptographic techniques for secure key management, and attribute-based encryption to enforce fine-grained access control. By combining multiple protection layers, the framework mitigates common cloud threats such as unauthorized access, insider attacks, and data leakage. A detailed security analysis is provided to demonstrate how each layer contributes to improved confidentiality, along with a performance evaluation that highlights the feasibility of deploying the framework in real-world cloud systems. The proposed solution emphasizes practical applicability and scalability rather than the design of new cryptographic primitives.
No takes yet. Share an insight, caveat, or question.
Dr. S. Lakshmi Priya Lakshmi Priya S (2026) studied this question.
Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context: