Efficient k-Nearest Neighbor Classification Over Semantically Secure Hybrid Encrypted Cloud Database

Nowadays, individuals and companies increasingly tend to outsource their databases and further data operations to cloud service provides. However, utilizing the cost-saving advantages of cloud computing brings about the risk of violating database security and user's privacy. In this paper, we f...

Full description

Bibliographic Details
Published in:	IEEE Access
Main Authors:	Wei Wu, Jian Liu, Hong Rong, Huimei Wang, Ming Xian
Format:	Article
Language:	English
Published:	IEEE 2018-01-01
Subjects:	Privacy-preserving kNN classification cloud computing encryption
Online Access:	https://ieeexplore.ieee.org/document/8419706/

Similar Items

A Privacy Preserving Cloud-Based K-NN Search Scheme with Lightweight User Loads
by: Yeong-Cherng Hsu, et al.
Published: (2020-01-01)

PV<i>k</i>NN: A Publicly Verifiable and Privacy-Preserving Exact <i>k</i>NN Query Scheme for Cloud-Based Location Services
by: Jingyi Li, et al.
Published: (2025-06-01)

Privacy-Preserving k-Nearest Neighbor Classification over Malicious Participants in Outsourced Cloud Environments
by: Xian Guo, et al.
Published: (2023-11-01)

An Improved Multilabel k-Nearest Neighbor Algorithm Based on Value and Weight
by: Zhe Wang, et al.
Published: (2023-02-01)

Enhancing SR-Tree for Nearest Neighbor Search
by: Kayumov Abduaziz, et al.
Published: (2025-01-01)

k Nearest Neighbor Search for Location-Dependent Sensor Data in MANETs
by: Yuka Komai, et al.
Published: (2015-01-01)

Survey on Exact kNN Queries over High-Dimensional Data Space
by: Nimish Ukey, et al.
Published: (2023-01-01)

Privacy-Preserving k-Nearest Neighbor Computation in Multiple Cloud Environments
by: Hong Rong, et al.
Published: (2016-01-01)

Effective k-nearest neighbor models for data classification enhancement
by: Ali A. Amer, et al.
Published: (2025-04-01)

Perbandingan Kinerja k-Nearest Neighbor dan Local Mean Distance k-Nearest Neighbor Pada Data Citra Covid-19
by: Sapriadi Sapriadi
Published: (2023-06-01)

FPGA-Based Acceleration of K-Nearest Neighbor Algorithm on Fully Homomorphic Encrypted Data
by: Sagarika Behera, et al.
Published: (2024-02-01)

A Parallel Privacy-Preserving k-Means Clustering Algorithm for Encrypted Databases in Cloud Computing
by: Youngho Song, et al.
Published: (2024-01-01)

An Optimal Random Projection <italic>k</italic> Nearest Neighbors Ensemble via Extended Neighborhood Rule for Binary Classification
by: Amjad Ali, et al.
Published: (2024-01-01)

Student Achievement Category with K-Means and K-Nearest Neighbors
by: Desy Lusiyana, et al.
Published: (2024-05-01)

Approach to keyword search over encrypted data in cloud
by: Peng ZHANG, et al.
Published: (2014-11-01)

Approach to keyword search over encrypted data in cloud
by: Peng ZHANG, et al.
Published: (2014-11-01)

Performance Improvement of K-Nearest Neighbor Algorithm in KIP Scholarship Recipient Selection
by: Manzilur Rahman Romadhon, et al.
Published: (2023-10-01)

Klasifikasi Kualitas Buah Apel Dengan Algoritma K-Nearest Neighbor (K-NN) Menggunakan Bahasa Pemrograman Python
by: Puji Astuti
Published: (2024-07-01)

Rancangan Sistem Klasifikasi Kekurangan Gizi Balita Dengan Metode K-Nearest Neighbor
by: Syahrani Lonang, et al.
Published: (2023-03-01)

Optimization of k value and lag parameter of k-nearest neighbor algorithm on the prediction of hotel occupancy rates
by: Agus Subhan Akbar, et al.
Published: (2020-07-01)

Erratum: Optimization of k value and lag parameter of k-nearest neighbor algorithm on the prediction of hotel occupancy rates
by: Agus Subhan Akbar, et al.
Published: (2021-01-01)

Klasifikasi Cardiovascular Diseases Menggunakan Algoritma K-Nearest Neighbors (KNN)
by: Vera Artanti, et al.
Published: (2024-05-01)

Comparison of Random Forest, k-Nearest Neighbor, and Support Vector Machine Classifiers for Land Cover Classification Using Sentinel-2 Imagery
by: Phan Thanh Noi, et al.
Published: (2017-12-01)

Pengklasifikasian Grade Telur Ayam Negeri menggunakan Klasifikasi K-Nearest Neighbor berbasis Android
by: NUR IBRAHIM, et al.
Published: (2018-07-01)

A Systematic Survey on TPE Schemes for the Cloud: Classification, Challenges, and Future Scopes
by: Keya Chowdhury, et al.
Published: (2024-01-01)

A new approach to K-nearest neighbors distance metrics on sovereign country credit rating
Published: (2025-01-01)

Research on privacy preserving mechanism of attribute-based encryption cloud storage
by: Tao FENG, et al.
Published: (2016-07-01)

Research on privacy preserving mechanism of attribute-based encryption cloud storage
by: Tao FENG,Xiao-yu YIN
Published: (2016-07-01)

Rekomendasi Penentuan Pemasangan Beton Pada Titik Longsor Menggunakan Algoritma K-Nearest Neighbor (K-NN)
by: Andi Nur Fadly, et al.
Published: (2023-11-01)

Network function outsourcing system based on prefix-preserving encryption
by: Lingbo WEI, et al.
Published: (2018-04-01)

Network function outsourcing system based on prefix-preserving encryption
by: Lingbo WEI, et al.
Published: (2018-04-01)

Convergence of Blockchain, k-medoids and homomorphic encryption for privacy preserving biomedical data classification
by: Shamima Akter, et al.
Published: (2022-01-01)

COMPARISON OF K-NEAREST NEIGHBOR AND NEURAL NETWORK FOR PREDICTION INTERNATIONAL VISITOR IN EAST JAVA
by: Dina Novita, et al.
Published: (2024-07-01)

SKZC: self-distillation and k-nearest neighbor-based zero-shot classification
by: Muyang Sun, et al.
Published: (2024-04-01)

Perbandingan Akurasi Klasifikasi Citra Kayu Jati Menggunakan Metode Naive Bayes dan k-Nearest Neighbor (k-NN)
by: Rahmat Robi Waliyansyah, et al.
Published: (2019-08-01)

A Fast and Privacy-Preserving Outsourced Approach for K-Means Clustering Based on Symmetric Homomorphic Encryption
by: Wanqi Tang, et al.
Published: (2025-09-01)

Classwms: A MATLAB GUI for water masses classification using clustering analysis and K Nearest Neighbors
by: Ayoub Belattmania, et al.
Published: (2024-05-01)

Algoritma K-Nearest Neighbor untuk Memprediksi Prestasi Mahasiswa Berdasarkan Latar Belakang Pendidikan dan Ekonomi
by: Daru Prasetyawan, et al.
Published: (2022-01-01)

Sentiment Analysis of Online Lectures using K-Nearest Neighbors based on Feature Selection
by: Junadhi, et al.
Published: (2022-12-01)

Verifiable secure image retrieval for cloud-assisted IoT environments
by: GUO Jiaqi, et al.
Published: (2025-03-01)