International Research Journal of Innovations in Engineering and Technology - IRJIET International Open Access, Monthly, Peer Reviewed, Reputed Journal ISSN (online): 2581-3048

Impact Factor (2025): 6.9

DOI Prefix: 10.47001/IRJIET

Establishment of Encryption Technique to Secure Data Files in the Cloud Using Machine Learning Classification Algorithms of SVM

Abstract

A data contribution in the cloud is a strategy to permit clients to promisingly give a correction of passage to data or information in excess of the cloud. Data holder can't oversee over their data, since cloud assessment donor is an outsider benefactor. The main tragedies with data that take part in the cloud is the isolation and secure measure issues. Different approaches are acquiring to support user seclusion and protected data. Security should be provided to store any kind of data and storing that data in a cost-effective manner is also important so cloud has been used. The data holder reevaluates their information in the cloud because of cost diminishing and the tremendous assets given by cloud administrations. This paper point of convergence on various plans to decrease through ensured information sharing like data commitment with forward security, protected information partaking for vigorous gatherings, quality-based data sharing, scrambled information sharing and normal effect Based Privacy-Preserving check set of rules for right to use regulate of rethought information. Machine learning classification algorithms such as decision tree, Support Vector Machine (SVM), and Logical regression are implemented to predict the performance. 

Country : India

1 Suneeta Netala

  1. Associate Professor, Department of Computer Science and Engineering, Malla Reddy College of Engineering for Women, Hyderabad -500100, Telangana, India

IRJIET, Volume 1, Issue 2, November 2017 pp. 15-19

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