Preserving Privacy in Association Rule Mining Using Metaheuristic-Based Algorithms: A Systematic Literature Review

SS Aljehani, YA Alotaibi - IEEE Access, 2024 - ieeexplore.ieee.org
The current state of Association Rule Mining (ARM) technology is heading towards a critical
yet profitable direction. The ARM process uncovers numerous association rules, determining …

Privacy-preserving in association rule mining using an improved discrete binary artificial bee colony

A Telikani, AH Gandomi, A Shahbahrami… - Expert Systems with …, 2020 - Elsevier
Abstract Association Rule Hiding (ARH) is the process of protecting sensitive knowledge
using data transformation. Although there are some evolutionary-based ARH algorithms …

Exploring the Existing and Unknown Side Effects of Privacy Preserving Data Mining Algorithms

HB Sadashiva Reddy - 2022 - nsuworks.nova.edu
The data mining sanitization process involves converting the data by masking the sensitive
data and then releasing it to public domain. During the sanitization process, side effects …

[HTML][HTML] An edge-aided parallel evolutionary privacy-preserving algorithm for Internet of Things

A Telikani, A Shahbahrami, J Shen, G Gaydadjiev… - Internet of Things, 2023 - Elsevier
Data sanitization in the context of Internet of Things (IoT) privacy refers to the process of
permanently and irreversibly hiding all sensitive information from vast amounts of streaming …

[PDF][PDF] Privacy-preserving association rule mining considering multi-objective through an evolutionary algorithm

DH Patel, H Kotadiya, AR Vasant - International Journal of …, 2022 - researchgate.net
The COVID-19 pandemic has led to an increase in digitization. With the strict social and
physical distancing measures in place, new routines require accessing the internet for most …

High-performance implementation of evolutionary privacy-preserving algorithm for big data using GPU platform

A Telikani, A Shahbahrami, AH Gandomi - Information Sciences, 2021 - Elsevier
Privacy protection has become a predominant concern in big data analysis. Privacy-
Preserving Association Rule Mining (PPARM) is a process in which original data is …

Preserving privacy in association rule mining using multi-threshold particle swarm optimization

S Aljehani, Y Alotaibi - Information Sciences, 2025 - Elsevier
Healthcare data has become a powerful resource for generating insights that drive medical
research. Association Rule Mining (ARM) techniques are widely used to identify …

Secured information sharing for supply chain management based on blockchain technology and optimal key generation process

PS Lahane, M Sharma - Concurrency and Computation …, 2023 - Wiley Online Library
Summary Supply Chain Management (SCM) is one of the biggest important focal areas in
most corporate environments. However, some difficulties are presented in the structure like …

A privacy-aware data sharing framework for Internet of Things through edge computing platform

A Telikani, J Shen, P Wang… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Due to the wide adoption and deployment of the Internet of Things (IoT), massive amounts of
data are being generated and shared across various sectors. Privacy disclosure is a major …

The multifactor quantitative investment model based on association rule mining and machine learning

K Yi - Wireless Communications and Mobile Computing, 2022 - Wiley Online Library
The security information database has accumulated a large amount of historical data due to
the continuing development of the securities market. People are concerned about how to …