Efficient and privacy-preserving multi-party skyline queries over encrypted data

X Ding, Z Wang, P Zhou, KKR Choo… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
One existing challenge associated with large scale skyline queries on cloud services,
particularly when dealing with private information such as biomedical data, is supporting …

Toward privacy-preserving aggregate reverse skyline query with strong security

S Zhang, S Ray, R Lu, Y Guan… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
It has been witnessed that Aggregate Reverse Skyline (ARS) query has recently received a
wide range of practical applications due to its marvelous property of identifying the influence …

Efficient location-based skyline queries with secure r-tree over encrypted data

Z Wang, X Ding, J Lu, L Zhang, P Zhou… - … on Knowledge and …, 2023 - ieeexplore.ieee.org
Supporting efficient and secure location-based skyline queries on encrypted data, such as
private data outsourced to cloud-based systems, remains an ongoing challenge for …

Efficient Solutions to Two‐Party and Multiparty Millionaires' Problem

X Liu, S Li, XB Chen, G Xu, X Zhang… - Security and …, 2017 - Wiley Online Library
The millionaires' problem is the basis of secure multiparty computation and has many
applications. Using a vectorization method and the Paillier encryption scheme, we first …

Towards efficient and privacy-preserving interval skyline queries over time series data

S Zhang, S Ray, R Lu, Y Zheng… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Outsourcing encrypted time series data and query services to a cloud has been widely
adopted by data owners for economic considerations. However, it inevitably lowers data …

Privacy-preserving secure computation of skyline query in distributed multi-party databases

M Qaosar, A Zaman, MA Siddique, Annisa, Y Morimoto - Information, 2019 - mdpi.com
Selecting representative objects from a large-scale database is an essential task to
understand the database. A skyline query is one of the popular methods for selecting …

Efficient and Privacy-Preserving Skyline Queries over Encrypted Data under a Blockchain-Based Audit Architecture

S Zeng, C Hsu, L Harn, Y Liu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Skyline queries is an advanced data mining algorithm suitable for multi-criteria decision-
making scenarios (ie, medical pre-diagnosis). Privacy-preserving skyline queries schemes …

Utility-preserving differentially private skyline query

Q Lan, J Ma, Z Yan, G Li - Expert Systems with Applications, 2022 - Elsevier
Skyline query has been widely applied in multi-criterion decision making, whose potential
privacy risk is practically concerned on some specific occasions. Differential Privacy (DP) is …

Support Personalized Weighted Local Differential Privacy Skyline Query

G Zhang, X Chen, Y Jia, R Zhai - Security and Communication …, 2022 - Wiley Online Library
The potential privacy risks in certain situations are of concern because of the frequent
sharing of data during skyline queries, leading to leakage of users' private information. The …

A framework for privacy-preserving multi-party skyline query based on homomorphic encryption

M Qaosar, KMR Alam, A Zaman, C Li, S Ahmed… - IEEE …, 2019 - ieeexplore.ieee.org
Nowadays, the management and analyses ofbig data'are becoming indispensable for
numerous organizations all over the world. In many cases, multiple organizations want to …