Low Cost Journal,Fast Paper Publication approved journal IJEDR(ISSN 2321-9939)
INTERNATIONAL JOURNAL OF ENGINEERING DEVELOPMENT AND RESEARCH
(International Peer Reviewed,Refereed, Indexed, Citation Open Access Journal)
ISSN: 2321-9939 | ESTD Year: 2013

Current Issue

For Authors

Archives

Indexing Partner

Research Area

LICENSE

Facts & Figures

Visitor Statistics


Paper Details
Paper Title
Classification Techniques For Geometric Data Perturbation in Multiplicative Data Perturbation
Authors
  Keyur Dodiya,  Ms. Shruti Yagnik

Abstract
It is very important to be able to find out useful information from huge amount of data. In this paper we address the privacy problem against unauthorized secondary use of information. To do so, we introduce a family of geometric data transformation methods (GDTMs) which ensure that the mining process will not violate privacy up to a certain degree of security. We focus primarily on privacy preserving data classification methods. Our proposed methods distort only sensitive numerical attributes to meet privacy requirements, while preserving general features for classification analysis. Our experiments demonstrate that our methods are effective and provide acceptable values in practice for balancing privacy and accuracy. This paper focuses on Geometric Data Perturbation to analyse large data sets

Keywords- Data mining; Privacy preserving; data perturbation; randomization; cryptography; Geometric Data Perturbation
Publication Details
Unique Identification Number - IJEDR1402174
Page Number(s) - 2380-2383
Pubished in - Volume 2 | Issue 2 | June 2014
DOI (Digital Object Identifier) -   
Publisher - IJEDR (ISSN - 2321-9939)
Cite this Article
  Keyur Dodiya,  Ms. Shruti Yagnik,   "Classification Techniques For Geometric Data Perturbation in Multiplicative Data Perturbation", International Journal of Engineering Development and Research (IJEDR), ISSN:2321-9939, Volume.2, Issue 2, pp.2380-2383, June 2014, Available at :http://www.ijedr.org/papers/IJEDR1402174.pdf
Share This Article


Article Preview

ISSN Details



DOI Details



Providing A digital object identifier by DOI
How to get DOI?

For Reviewer /Referral (RMS)

Important Links

NEWS & Conference

Digital Library

IJEDR RMS

Our Social Link

Open Access

This material is Open Knowledge
This material is Open Data
This material is Open Content
© Copyright 2019 IJEDR.ORG All rights reserved