Secure and Efficient Data Storage Operations by Using Intelligent Classification Technique and RSA Algorithm in IoT-Based Cloud Computing

Author:

Sajid Faiqa1ORCID,Hassan Muhammad Abul2ORCID,Khan Ayaz Ali3ORCID,Rizwan Muhammad14ORCID,Kryvinska Natalia5ORCID,Vincent Karovič5ORCID,Khan Inam Ullah6ORCID

Affiliation:

1. Department of Computer Science, Kinnaird College for Women, Lahore 54000, Pakistan

2. Department of Computing and Technology, Abasyn University, Peshawar 25000, Pakistan

3. Department of Computer Science, University of Lakki Marwat, Lakki Marwat, Pakistan

4. Secure Cyber Systems Research Group, WMG, University of Warwick, Coventry CV4 7AL, UK

5. Information Systems Department, Faculty of Management Comenius University in Bratislava, Odbojárov 10, Bratislava 82005, Slovakia

6. Department of Electronic Engineering School of Engineering & Applied Sciences (SEAS), Isra University, Islamabad Campus, Islamabad, Pakistan

Abstract

In mobile cloud services, smartphones may depend on IoT-based cloud infrastructure and information storage tools to conduct technical errands, such as quest, information processing, and combined networks. In addition to traditional finding institutions, the smart IoT-cloud often upgrades the normal impromptu structure by treating mobile devices as corporate hubs, e.g., by identifying institutions. This has many benefits from the start, with several significant problems to be overcome in order to enhance the unwavering consistency of the cloud environment while Internet of things connects and improves decision support system of the entire network. In fact, similar issues apply to monitor loading, resistance, and other security risks in the cloud state. Right now, we are looking at changed arrangement procedures in MATLAB utilizing cardiovascular failure information and afterward protecting that information with the assistance of RSA calculation in mobile cloud. The calculations tried are SVM, RF, DT, NB, and KNN. In the outcome, the order strategies that have the best exactness result to test respiratory failure information will be recommended for use for enormous scope information. Instead, the collected data will be transferred to the mobile cloud for preservation using the RSA encryption algorithm.

Funder

Faculty of Management of Comenius University

Publisher

Hindawi Limited

Subject

Computer Science Applications,Software

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