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Published in:

Volume 5 Issue 4
April-2018
eISSN: 2349-5162

Unique Identifier

JETIR1804158

Page Number

779-783

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Title

Performance improvement of cloud data using keyword search

ISSN

2349-5162

Cite This Article

"Performance improvement of cloud data using keyword search", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.5, Issue 4, page no.779-783, April-2018, Available :http://www.jetir.org/papers/JETIR1804158.pdf

Abstract

Abstract — Data Mining has wide applications in many areas such as banking, medicine, scientific research and among government agencies. Classification is one of the commonly used tasks in data mining applications. For the past decade, due to the rise of various privacy issues, many theoretical and practical solutions to the classification problem have been proposed under different security models. However, with the recent popularity of cloud computing, users now have the opportunity to outsource their data, in encrypted form, as well as the data mining tasks to the cloud. Since the data on the cloud is in encrypted form, existing privacy preserving classification techniques are not applicable. In this paper, we focus on solving the classification problem over encrypted data. In particular, we propose a secure hybrid k-NN classifier over encrypted data in the cloud. The propose hybrid k-NN protocol protects the confidentiality of the data, user's input query, and data access patterns. To the best of our knowledge, our work is the first to develop a secure k-NN classifier over encrypted data under the semi-honest model. Also, we empirically analyze the efficiency of our solution through various experiments

Key Words

Index Terms—Security, k-NN classifier, outsourced databases, encryption�

Cite This Article

"Performance improvement of cloud data using keyword search", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 4, page no. pp779-783, April-2018, Available at : http://www.jetir.org/papers/JETIR1804158.pdf

Publication Details

Published Paper ID: JETIR1804158
Registration ID: 181144
Published In: Volume 5 | Issue 4 | Year April-2018
DOI (Digital Object Identifier):
Page No: 779-783
ISSN Number: 2349-5162

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Cite This Article

"Performance improvement of cloud data using keyword search", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 4, page no. pp779-783, April-2018, Available at : http://www.jetir.org/papers/JETIR1804158.pdf




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