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Abstract
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Article Information:
A Novel K-NN Classification Algorithm for Privacy Preserving in Cloud Computing
Jian Wang
Corresponding Author: Jian Wang
Submitted: May 13, 2012
Accepted: June 08, 2012
Published: November 15, 2012 |
Abstract:
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We can only enjoy the full benefits of Cloud computing if we can address the privacy disclosure
problem about individual or company. As large amounts of data which are stored in the cloud contain
private information and are in non-aggregate format, sharing the data with third-party service providers in
the cloud without strict restriction will cause great danger to data privacy. Although increased awareness of
the privacy issues in the cloud, little work has been done in privacy-preserving data classification based
cloud environment. To solve this problem, we explore a novel algorithm named PPKC (Privacy Preserving
K-NN Classification) for mining data in the cloud without the disclosure of sensitive information.
Key words: Classification , cloud computing, privacy matching, privacy preserving, , ,
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Cite this Reference:
Jian Wang, . A Novel K-NN Classification Algorithm for Privacy Preserving in Cloud Computing. Research Journal of Applied Sciences, Engineering and Technology, (22): 4865-4870.
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ISSN (Online): 2040-7467
ISSN (Print): 2040-7459 |
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