An analysis of Euclidean Distance preserving perturbation for Privacy Preserving Data Mining
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2014, Vol 2, Issue 10
Abstract
Privacy preserving data mining is a novel research direction in data mining. In recent years, with the rapid development in Internet, data storage and data processing technologies, privacy preserving data mining has been drawn increasing attention. Recently, distance preserving data perturbation has gained attention because it mitigates the privacy/accuracy trade-off by guaranteeing perfect accuracy. Many important data mining algorithms can be efficiently applied to the transformed data and produce exactly the same results as if applied to the original data. e.g., distance-based clustering and k-nearest neighbor classification].In this research paper we analysis Euclidean distance-preserving data perturbation as a tool for privacy-preserving data mining.
Authors and Affiliations
Bhupendra Kumar Pandya, Umesh Kumar Singh, Keerti Dixit
Computational Analysis of a Centrifugal Compressor with Partial Shroud
Computational analysis of low speed centrifugal compressor is carried out by inexpensive partial shroud near the rotor blade tip with finite volume method using ANSYS-CFX software. Centrifugal compressor impeller with t...
Effects of Compression Ratio on Performance combustion and emission of a Single Cylinder VCR Engine using Blends of Karanja Oil Methyl Ester with Diesel
Diesel engine plays an important role in the development of our country. Depletion of fossil fuel layer and pollution caused by the diesel engine is two major problem of the world today. In order to overcome the two pro...
Validation of Standard K-Εmodel for the Analysis of Annular Diffuser
A diffuser is a device for converting the kinetic energy of an incoming fluid into pressure. As the flow proceeds through the diffuser there is continuous retardation of the flow resulting in conversion of kinetic energ...
Image Enhancement of DICOM Lung Cancer
lung cancer images have the ability to help detecting on disease caused by cells normal growth. During this study we will deal with DICOM images which have a standard for medical imaging. Its purpose is to standardize d...
Fabrication of aluminum matrix composite reinforced by SiC Nano particles for enhancing its mechanical characteristics
The usage of AMCs in ranges from claiming aviation Furthermore auto businesses incorporates performance, monetary What's more natural profits. The key profits of AMCs to transportation division need aid easier fuel cons...