Call for Papers:Vol.12 Issue.2

Submission
Last date		 28-Apr-2026
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-12,Issue-2. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

Archives

IJARIIE Board

Downloads

Android App

Download IJARIIE APP

Authors

Title: :  k-Nearest Neighbor Classification over Semantically Secure Encrypted Relational Data
PaperId: :  3671
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-3671
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
GOPIREDDY GOPALREDDYANURAG GROUP OF INSTITUTIONS
ASST PROF JAYENDRA KUMARANURAG GROUP OF INSTITUTIONS

Abstract

COMPUTER SCIENCE
Security, k-NN classifier, outsourced databases, encryption
Data Mining has wide applications in many areas such as banking, medicine, scientific research and among government agencies. 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. However, with the recent popularity of cloud computing, users now have the opportunity to outsource their data, in encrypted form, as well as the data mining tasks to the cloud. Since the data on the cloud is in encrypted form, existing privacy-preserving classification techniques are not applicable. In this paper, we focus on solving the classification problem over encrypted data. In particular, we propose a secure k-NN classifier over 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. To the best of our knowledge, our work is the first to develop a secure k-NN classifier over encrypted data under the semi-honest model. Also, we empirically analyze the efficiency of our proposed protocol using a real-world dataset under different parameter settings.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE GOPIREDDY GOPALREDDY, and ASST PROF JAYENDRA KUMAR. "k-Nearest Neighbor Classification over Semantically Secure Encrypted Relational Data" International Journal Of Advance Research And Innovative Ideas In Education Volume 3 Issue 1 2017 Page 1268-1272
MLA GOPIREDDY GOPALREDDY, and ASST PROF JAYENDRA KUMAR. "k-Nearest Neighbor Classification over Semantically Secure Encrypted Relational Data." International Journal Of Advance Research And Innovative Ideas In Education 3.1(2017) : 1268-1272.
APA GOPIREDDY GOPALREDDY, & ASST PROF JAYENDRA KUMAR. (2017). k-Nearest Neighbor Classification over Semantically Secure Encrypted Relational Data. International Journal Of Advance Research And Innovative Ideas In Education, 3(1), 1268-1272.
Chicago GOPIREDDY GOPALREDDY, and ASST PROF JAYENDRA KUMAR. "k-Nearest Neighbor Classification over Semantically Secure Encrypted Relational Data." International Journal Of Advance Research And Innovative Ideas In Education 3, no. 1 (2017) : 1268-1272.
Oxford GOPIREDDY GOPALREDDY, and ASST PROF JAYENDRA KUMAR. 'k-Nearest Neighbor Classification over Semantically Secure Encrypted Relational Data', International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 1, 2017, p. 1268-1272. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/k_Nearest_Neighbor_Classification_over_Semantically_Secure_Encrypted_Relational_Data_ijariie3671.pdf (Accessed : 10 September 2024).
Harvard GOPIREDDY GOPALREDDY, and ASST PROF JAYENDRA KUMAR. (2017) 'k-Nearest Neighbor Classification over Semantically Secure Encrypted Relational Data', International Journal Of Advance Research And Innovative Ideas In Education, 3(1), pp. 1268-1272IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/k_Nearest_Neighbor_Classification_over_Semantically_Secure_Encrypted_Relational_Data_ijariie3671.pdf (Accessed : 10 September 2024)
IEEE GOPIREDDY GOPALREDDY, and ASST PROF JAYENDRA KUMAR, "k-Nearest Neighbor Classification over Semantically Secure Encrypted Relational Data," International Journal Of Advance Research And Innovative Ideas In Education, vol. 3, no. 1, pp. 1268-1272, Jan-Feb 2017. [Online]. Available: http://ijariie.com/AdminUploadPdf/k_Nearest_Neighbor_Classification_over_Semantically_Secure_Encrypted_Relational_Data_ijariie3671.pdf [Accessed : 10 September 2024].
Turabian GOPIREDDY GOPALREDDY, and ASST PROF JAYENDRA KUMAR. "k-Nearest Neighbor Classification over Semantically Secure Encrypted Relational Data." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 3 number 1 (10 September 2024).
Vancouver GOPIREDDY GOPALREDDY, and ASST PROF JAYENDRA KUMAR. k-Nearest Neighbor Classification over Semantically Secure Encrypted Relational Data. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2017 [Cited : 10 September 2024]; 3(1) : 1268-1272. Available from: http://ijariie.com/AdminUploadPdf/k_Nearest_Neighbor_Classification_over_Semantically_Secure_Encrypted_Relational_Data_ijariie3671.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads


Last download on 9/10/2024 5:45:25 PM

Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
WORD-LEVEL BLUR FOR REAL-TIME SCREEN ABUSE DETECTION: IMPLEMENTATION AND EVALUATIONcomputer Engineeringsohel sayyad Download
Heart Attack Risk Prediction Using Retinal Eye ImagesMachine LearningPrasanthi Siri Kuruma Download
Real Time Zero Knowledge Privacy & Ai Security for currency Transaction Using EthereumComputer EngineeringPANTHULA SAI MURALI Download
JANMITRA - AI POWERED PLATFORM BRIDGING SOCIETIES WITH NGO'S AND ORGANIZATIONScomputer engineeringUMESH AAGDE Download
Improvising Personalized Travel Recommendation System with Recency Effectscomputer science engineeringMrs. Fathima Zahera Download
Ensemble Models and Explainable AI for Malware DetectionComputer Science M Vandana Download
Smart E-Healthcare SystemComputer EngineeringVattikoti Sai Download
SURVEY ON RETAIL INSIGHT GENERATOR: VISION AI FOR CUSTOMER ANALYTICS AND HEATMAPSComputer EngineeringAmalkrishna K B Download
SMART COLLEGE SECURITY:AI-POWERED IDCARD VIOLATION AND FACE RECOGNITIONSYSTEMComputer science Athira Thomas Download
Consumer Behavioural Analysis Using Advanced Clustering TechniquesComputer Science and EngineeringSupriya Thati Download
A Low-Cost Smartphone-Based Sign Language Translator Using Computer Vision for Real-Time Deaf–Hearing CommunicationComputer Science and EngineeringHarsh Mishra Download
Predicting Stock Market Trends using Deep Learning TechniquesComputer Science and EngineeringAkruthi Shere Download
A SURVEY ON SMART VOTING SYSTEM USING BLOCKCHAINComputer Science EngineeringAleena Shaju Download
A SURVEY ON SECURESCAN 360: CYBER INTEGRATED SYSTEM FOR THREAT DETECTION AND IMAGE AUTHENTICATIONComputer Science and EngineeringAparna Sunil Download
Efficient Use of Dialog Boxes in GUI Development using VB.NETComputer ScienceDR. RISHI MATHUR Download
12