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Title: :  An Efficient Mechanism For Secure Data Mining In Distributed Databases Based On Rule Prediction.
PaperId: :  4929
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 3 Issue 3 2017
DUI:    16.0415/IJARIIE-4929
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Sonawane Kshitija Devendra.Pune Vidyarthi Griha's College of Engineering, Nashik.
Shinkar Monali Vijay.Pune Vidyarthi Griha's College of Engineering, Nashik.
Patil Jyoti Suresh.Pune Vidyarthi Griha's College of Engineering, Nashik.
Sonawane Rutuja AbhayPune Vidyarthi Griha's College of Engineering, Nashik.
Prof. Harshal N. Kolhe.Pune Vidyarthi Griha's College of Engineering, Nashik.

Abstract

Computer Engineering
Data mining, Prediction Rules, Distributed Databases, Encrypted Hierarchical Index.
Data mining is the technique of extracting the relevant data from large database Prediction rule mining is the popular mining technique that identifies interesting correlations between database attributes. In this paper we proposed a protocol for secure mining of prediction rules in distributed databases .Our protocol is based on Encrypted hierarchical index search(EHI) which is indexed based technique, metric preserving transformation(MPT) ,flexible distance-based hashing (FDH)which is more secured than FDM and Apriori algorithm. The main ingredients of our protocol is secure mining the appropriate data form large database without data leakage while mining the data. Secure multiparty computation all users can get their own data. Privacy preserving can be done by providing only authorized access to database. This protocol can reduced computation and communication cost and avoid data leakage while mining the database. This proposed architecture covers almost all the disadvantages occurred in the previous algorithm that has been implemented in previous system.

Citations

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IJARIIE Sonawane Kshitija Devendra., Shinkar Monali Vijay., Patil Jyoti Suresh., Sonawane Rutuja Abhay, and Prof. Harshal N. Kolhe.. "An Efficient Mechanism For Secure Data Mining In Distributed Databases Based On Rule Prediction." International Journal Of Advance Research And Innovative Ideas In Education Volume 3 Issue 3 2017 Page 253-259
MLA Sonawane Kshitija Devendra., Shinkar Monali Vijay., Patil Jyoti Suresh., Sonawane Rutuja Abhay, and Prof. Harshal N. Kolhe.. "An Efficient Mechanism For Secure Data Mining In Distributed Databases Based On Rule Prediction.." International Journal Of Advance Research And Innovative Ideas In Education 3.3(2017) : 253-259.
APA Sonawane Kshitija Devendra., Shinkar Monali Vijay., Patil Jyoti Suresh., Sonawane Rutuja Abhay, & Prof. Harshal N. Kolhe.. (2017). An Efficient Mechanism For Secure Data Mining In Distributed Databases Based On Rule Prediction.. International Journal Of Advance Research And Innovative Ideas In Education, 3(3), 253-259.
Chicago Sonawane Kshitija Devendra., Shinkar Monali Vijay., Patil Jyoti Suresh., Sonawane Rutuja Abhay, and Prof. Harshal N. Kolhe.. "An Efficient Mechanism For Secure Data Mining In Distributed Databases Based On Rule Prediction.." International Journal Of Advance Research And Innovative Ideas In Education 3, no. 3 (2017) : 253-259.
Oxford Sonawane Kshitija Devendra., Shinkar Monali Vijay., Patil Jyoti Suresh., Sonawane Rutuja Abhay, and Prof. Harshal N. Kolhe.. 'An Efficient Mechanism For Secure Data Mining In Distributed Databases Based On Rule Prediction.', International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 3, 2017, p. 253-259. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/An_Efficient_Mechanism_For_Secure_Data_Mining_In_Distributed_Databases_Based_On_Rule_Prediction__ijariie4929.pdf (Accessed : 17 December 2017).
Harvard Sonawane Kshitija Devendra., Shinkar Monali Vijay., Patil Jyoti Suresh., Sonawane Rutuja Abhay, and Prof. Harshal N. Kolhe.. (2017) 'An Efficient Mechanism For Secure Data Mining In Distributed Databases Based On Rule Prediction.', International Journal Of Advance Research And Innovative Ideas In Education, 3(3), pp. 253-259IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/An_Efficient_Mechanism_For_Secure_Data_Mining_In_Distributed_Databases_Based_On_Rule_Prediction__ijariie4929.pdf (Accessed : 17 December 2017)
IEEE Sonawane Kshitija Devendra., Shinkar Monali Vijay., Patil Jyoti Suresh., Sonawane Rutuja Abhay, and Prof. Harshal N. Kolhe., "An Efficient Mechanism For Secure Data Mining In Distributed Databases Based On Rule Prediction.," International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 3, pp. 253-259, May-Jun 2017. [Online]. Available: https://ijariie.com/AdminUploadPdf/An_Efficient_Mechanism_For_Secure_Data_Mining_In_Distributed_Databases_Based_On_Rule_Prediction__ijariie4929.pdf [Accessed : 17 December 2017].
Turabian Sonawane Kshitija Devendra., Shinkar Monali Vijay., Patil Jyoti Suresh., Sonawane Rutuja Abhay, and Prof. Harshal N. Kolhe.. "An Efficient Mechanism For Secure Data Mining In Distributed Databases Based On Rule Prediction.." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 3 number 3 (17 December 2017).
Vancouver Sonawane Kshitija Devendra., Shinkar Monali Vijay., Patil Jyoti Suresh., Sonawane Rutuja Abhay, and Prof. Harshal N. Kolhe.. An Efficient Mechanism For Secure Data Mining In Distributed Databases Based On Rule Prediction.. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : 17 December 2017]; 3(3) : 253-259. Available from: https://ijariie.com/AdminUploadPdf/An_Efficient_Mechanism_For_Secure_Data_Mining_In_Distributed_Databases_Based_On_Rule_Prediction__ijariie4929.pdf
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