JOURNAL ARTICLE

Secured platform for healthcare data: privacy preservation based blockchain environment

Nidhi RaghavAnoop Kumar Bhola

Year: 2022 Journal:   Journal of Engineering Design and Technology Vol: 22 (2)Pages: 365-384   Publisher: Emerald Publishing Limited

Abstract

Purpose To make more smart health-care system, the health-care data should be shared in the secure manner, and it improves health-care service quality. This paper aims to implement a modern decentralized blockchain, safe and easy-to-use health-care technology application in the cloud. Findings On observing the graph, the convergence analysis of proposed Levy Flight-integrated moth flame optimization method at 80th iteration was 4.59%, 2.80%, 3.316%, 8.92% and 2.55% higher than the traditional models MFO, artificial bee colony (ABC), particle swarm optimization (PSO), moth search algorithm (MSA) and glow worm swarm optimization (GWSO), respectively, for Hungarian data set. Particularly, in best case scenario, the adopted method attains low cost value (5.672671) when compared to all other traditional models such as MFO (5.727314), ABC (5.711577), PSO (5.706499), MSA (5.764517) and GWSO (5.723353). Originality/value The proposed method achieved effective performance in terms of key sensitivity, sanitization effectiveness, restoration effectiveness, etc.

Keywords:
Particle swarm optimization Cloud computing Computer science Blockchain Convergence (economics) Health care Data mining Mathematical optimization Computer security Machine learning Mathematics

Metrics

3
Cited By
1.14
FWCI (Field Weighted Citation Impact)
47
Refs
0.78
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Blockchain Technology Applications and Security
Physical Sciences →  Computer Science →  Information Systems
Privacy-Preserving Technologies in Data
Physical Sciences →  Computer Science →  Artificial Intelligence
Cloud Data Security Solutions
Physical Sciences →  Computer Science →  Information Systems

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