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Paper Details

Paper Title
Security Enhancemnt Based On Hybrid Encryption Approach For Cloud Computing
Abstract
With the advancements in the technology, the amount of data over the internet is getting increased and it becomes tedious task to handle such a huge amount of data. It is noticed that the clients need to hire the data mining tasks from cloud service providers this is known as outsourcing. Mostly the selection of cloud service provider for various services relies upon the choice of clients because the maintenance of confidentiality and privacy is major concern nowadays. This study specifically conducted to develop to a novel approach (DSEkNN i.e. Data Split Encrypted kNN) for managing the security by using outsourced kNN (k-Nearest Neighbor) by distributing dataset randomly to different CSPs on the basis of their limits for handling data. For the purpose of security two-level or multi level encryption is applied by using RSA (Rivest-Shammir Adleman) and DNA. In DSEkNN firstly the data is encrypted with RSA and the encrypted data is further crypted with DNA hence it provides two level security to the datasets. For proving the efficiency of the DSEkNN is compared with OCkNN and PPkNN. After observing the results it is obtained that the proposed work is capable to decrease the burden of data owners by reducing the computation time and communication cost. The simulation is done on two datasets i.e. red wine and white wine.
KeyWord
Cloud Computing, Cloud Service Providers, Outsourced Services, RSA, DNA, kNN, Data Security.
Others Details
Paper Id : 83200
Author Name : Mandeep Kaur
Co-Author Name(s) : GURBAHAR SINGH
Volume/Issue No : Volume 04 Issue 10
Page No : 91-96
DOI Number : DOI:10.21090/IJAERD.83200
Publication Date : 2017-10-09
License : This work is licensed under a Creative Commons Attribution 4.0 International License.
website : http://www.ijaerd.com/index.php
Impact Factor : 4.72, SJIF-2016
ISSN Details : eISSN: 2348-4470, pISSN:2348-6406