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Title: :  K Nearest Neighbour Classification over Encrypted Relational Data
PaperId: :  2946
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 4 2016
DUI:    16.0415/IJARIIE-2946
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Rupali R. GadekarAVCOE,Sangamner

Abstract

Information Technology
Security,Encryption,KNN Classifier,Databases
Data Mining is widely used in bank, medical, scientific areas. In Data mining, classification is used. Many solutions are derived for classification problem under different models, because many problems occurred regarding privacy issues. Users can outsource their data, in encrypted form, as well as the data mining tasks to the cloud because cloud computing becomes popular. Previous privacy-preserving classification techniques can not be used, because data on cloud is encrypted. In this paper classification over encrypted data is concerned firstly. In this paper a secure and simple k-NN classifier over encrypted data with paillier cryptosystem in the cloud is determined. Paillier cryptosystem is secured as compare to RSA.This protocol protects the confidentiality, privacy and hides the data access patterns.

Citations

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IJARIIE Rupali R. Gadekar. "K Nearest Neighbour Classification over Encrypted Relational Data" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 4 2016 Page 704-708
MLA Rupali R. Gadekar. "K Nearest Neighbour Classification over Encrypted Relational Data." International Journal Of Advance Research And Innovative Ideas In Education 2.4(2016) : 704-708.
APA Rupali R. Gadekar. (2016). K Nearest Neighbour Classification over Encrypted Relational Data. International Journal Of Advance Research And Innovative Ideas In Education, 2(4), 704-708.
Chicago Rupali R. Gadekar. "K Nearest Neighbour Classification over Encrypted Relational Data." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 4 (2016) : 704-708.
Oxford Rupali R. Gadekar. 'K Nearest Neighbour Classification over Encrypted Relational Data', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 4, 2016, p. 704-708. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/K_Nearest_Neighbour_Classification_over_Encrypted_Relational_Data_ijariie2946.pdf (Accessed : ).
Harvard Rupali R. Gadekar. (2016) 'K Nearest Neighbour Classification over Encrypted Relational Data', International Journal Of Advance Research And Innovative Ideas In Education, 2(4), pp. 704-708IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/K_Nearest_Neighbour_Classification_over_Encrypted_Relational_Data_ijariie2946.pdf (Accessed : )
IEEE Rupali R. Gadekar, "K Nearest Neighbour Classification over Encrypted Relational Data," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 4, pp. 704-708, Jul-Aug 2016. [Online]. Available: http://ijariie.com/AdminUploadPdf/K_Nearest_Neighbour_Classification_over_Encrypted_Relational_Data_ijariie2946.pdf [Accessed : ].
Turabian Rupali R. Gadekar. "K Nearest Neighbour Classification over Encrypted Relational Data." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 4 ().
Vancouver Rupali R. Gadekar. K Nearest Neighbour Classification over Encrypted Relational Data. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : ]; 2(4) : 704-708. Available from: http://ijariie.com/AdminUploadPdf/K_Nearest_Neighbour_Classification_over_Encrypted_Relational_Data_ijariie2946.pdf
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