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Title: :  A NOVEL APPROACH OF KNN CLASSIFIER OVER SEMANTICALLY SECURE ENCRYPTED DATA
PaperId: :  3570
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 3 Issue 1 2017
DUI:    16.0415/IJARIIE-3570
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Ms.Ashwini R. GaradJSPM’s BSIOTR, Wagholi, Pune, Maharashtra , India.

Abstract

Computer Engineering
Classification, secure Encrypted data, Relational data
In the emerging cloud computing paradigm, data owners become increasingly motivated to outsource their complex data management systems from local sites to the commercial public cloud for great flexibility and economic savings. For the consideration of users’ privacy, sensitive data have to be encrypted before outsourcing, which makes effective data utilization a very challenging task. Classification is one of the commonly used tasks in data mining applications. For the past decade, due to the rise of various privacy issues, many theoretical and practical solutions to the classification problem have been proposed under different security models.I focus on solving the classification problem over encrypted data. In particular, I propose a novel approach of KNN classifier over semantically secure encrypted data in the cloud. The proposed protocol protects the confidentiality of data, privacy of user’s input query, and hides the data access patterns.

Citations

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IJARIIE Ms.Ashwini R. Garad. "A NOVEL APPROACH OF KNN CLASSIFIER OVER SEMANTICALLY SECURE ENCRYPTED DATA" International Journal Of Advance Research And Innovative Ideas In Education Volume 3 Issue 1 2017 Page 152-156
MLA Ms.Ashwini R. Garad. "A NOVEL APPROACH OF KNN CLASSIFIER OVER SEMANTICALLY SECURE ENCRYPTED DATA." International Journal Of Advance Research And Innovative Ideas In Education 3.1(2017) : 152-156.
APA Ms.Ashwini R. Garad. (2017). A NOVEL APPROACH OF KNN CLASSIFIER OVER SEMANTICALLY SECURE ENCRYPTED DATA. International Journal Of Advance Research And Innovative Ideas In Education, 3(1), 152-156.
Chicago Ms.Ashwini R. Garad. "A NOVEL APPROACH OF KNN CLASSIFIER OVER SEMANTICALLY SECURE ENCRYPTED DATA." International Journal Of Advance Research And Innovative Ideas In Education 3, no. 1 (2017) : 152-156.
Oxford Ms.Ashwini R. Garad. 'A NOVEL APPROACH OF KNN CLASSIFIER OVER SEMANTICALLY SECURE ENCRYPTED DATA', International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 1, 2017, p. 152-156. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/A_NOVEL_APPROACH_OF_KNN_CLASSIFIER_OVER__SEMANTICALLY_SECURE_ENCRYPTED_DATA_ijariie3570.pdf (Accessed : 15 March 2018).
Harvard Ms.Ashwini R. Garad. (2017) 'A NOVEL APPROACH OF KNN CLASSIFIER OVER SEMANTICALLY SECURE ENCRYPTED DATA', International Journal Of Advance Research And Innovative Ideas In Education, 3(1), pp. 152-156IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/A_NOVEL_APPROACH_OF_KNN_CLASSIFIER_OVER__SEMANTICALLY_SECURE_ENCRYPTED_DATA_ijariie3570.pdf (Accessed : 15 March 2018)
IEEE Ms.Ashwini R. Garad, "A NOVEL APPROACH OF KNN CLASSIFIER OVER SEMANTICALLY SECURE ENCRYPTED DATA," International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 1, pp. 152-156, Jan-Feb 2017. [Online]. Available: http://ijariie.com/AdminUploadPdf/A_NOVEL_APPROACH_OF_KNN_CLASSIFIER_OVER__SEMANTICALLY_SECURE_ENCRYPTED_DATA_ijariie3570.pdf [Accessed : 15 March 2018].
Turabian Ms.Ashwini R. Garad. "A NOVEL APPROACH OF KNN CLASSIFIER OVER SEMANTICALLY SECURE ENCRYPTED DATA." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 3 number 1 (15 March 2018).
Vancouver Ms.Ashwini R. Garad. A NOVEL APPROACH OF KNN CLASSIFIER OVER SEMANTICALLY SECURE ENCRYPTED DATA. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : 15 March 2018]; 3(1) : 152-156. Available from: http://ijariie.com/AdminUploadPdf/A_NOVEL_APPROACH_OF_KNN_CLASSIFIER_OVER__SEMANTICALLY_SECURE_ENCRYPTED_DATA_ijariie3570.pdf
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