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Title: :  A Hybrid Approach in Privacy Preserving Data Mining
PaperId: :  2161
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 3 2016
DUI:    16.0415/IJARIIE-2161
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Miss.Anjana PatelSliver Oak Collage Of Engineering and Technology
Ass.Prof Khyati PatelSliver Oak Collage Of Engineering and Technology

Abstract

Data Mining
Privacy preserving; Data Mining; Sensitive Data; Randomization; Geometric data Transformation.
Information sharing between two associations is basic in numerous application areas like business planning or marketing. When information are to be shared between gatherings, there could be a few sensitive data which should not be disclosed to the next parties .Also medical records are more delicate so, privacy protection is taken more seriously. As per requirement by the Health Insurance Portability and Accountability Act (HIPAA), it is necessary to protect the privacy of patients and ensure the security of the medical data. we propose a method called Hybrid approach for privacy preserving. First we randomizing the original data. Then we apply geometric data Transformation on randomized or modified data. Modify k-means clustering algorithm is used to check the correctness. This technique protect private data with better accuracy, also it can reconstruct original data and provide data with no information loss, makes usability of data.

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IJARIIE Miss.Anjana Patel, and Ass.Prof Khyati Patel. "A Hybrid Approach in Privacy Preserving Data Mining" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 3 2016 Page 629-636
MLA Miss.Anjana Patel, and Ass.Prof Khyati Patel. "A Hybrid Approach in Privacy Preserving Data Mining." International Journal Of Advance Research And Innovative Ideas In Education 2.3(2016) : 629-636.
APA Miss.Anjana Patel, & Ass.Prof Khyati Patel. (2016). A Hybrid Approach in Privacy Preserving Data Mining. International Journal Of Advance Research And Innovative Ideas In Education, 2(3), 629-636.
Chicago Miss.Anjana Patel, and Ass.Prof Khyati Patel. "A Hybrid Approach in Privacy Preserving Data Mining." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 3 (2016) : 629-636.
Oxford Miss.Anjana Patel, and Ass.Prof Khyati Patel. 'A Hybrid Approach in Privacy Preserving Data Mining', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, 2016, p. 629-636. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/A_Hybrid_Approach_in_Privacy_Preserving__Data_Mining_ijariie2161.pdf (Accessed : 28 February 2020).
Harvard Miss.Anjana Patel, and Ass.Prof Khyati Patel. (2016) 'A Hybrid Approach in Privacy Preserving Data Mining', International Journal Of Advance Research And Innovative Ideas In Education, 2(3), pp. 629-636IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/A_Hybrid_Approach_in_Privacy_Preserving__Data_Mining_ijariie2161.pdf (Accessed : 28 February 2020)
IEEE Miss.Anjana Patel, and Ass.Prof Khyati Patel, "A Hybrid Approach in Privacy Preserving Data Mining," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 3, pp. 629-636, May-Jun 2016. [Online]. Available: https://ijariie.com/AdminUploadPdf/A_Hybrid_Approach_in_Privacy_Preserving__Data_Mining_ijariie2161.pdf [Accessed : 28 February 2020].
Turabian Miss.Anjana Patel, and Ass.Prof Khyati Patel. "A Hybrid Approach in Privacy Preserving Data Mining." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 3 (28 February 2020).
Vancouver Miss.Anjana Patel, and Ass.Prof Khyati Patel. A Hybrid Approach in Privacy Preserving Data Mining. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : 28 February 2020]; 2(3) : 629-636. Available from: https://ijariie.com/AdminUploadPdf/A_Hybrid_Approach_in_Privacy_Preserving__Data_Mining_ijariie2161.pdf
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