May 16, 2022 · In this paper, we present a comprehensive analysis of clustering-based anonymization mechanisms (CAMs) that have been recently proposed to ...

Sep 27, 2024 · In this paper, we present a comprehensive analysis of clustering-based anonymization mechanisms (CAMs) that have been recently proposed to preserve both ...

May 23, 2022 · Comprehensive overview of promising opportunities for future research and developments in the privacy arena. Apart from the technical ...

Toward Privacy Preservation Using Clustering Based Anonymization: Recent Advances and Future Research Outlook. https://doi.org/10.1109/access.2022.3175219 ...

Based on this framework, we develop PCTA, a generalization-based algorithm to construct anonymizations that incur a small amount of information loss under many ...

Toward Privacy Preservation Using Clustering Based Anonymization: Recent Advances and Future Research Outlook. Article. Full-text available. Jan 2022.

A clustering-based anonymity model is utilized to develop an efficient privacy-preserving scheme to meet privacy requirements and to prevent healthcare IoT ...

Toward Privacy Preservation Using Clustering Based Anonymization: Recent Advances and Future Research Outlook. 2022, IEEE Access. Group Privacy: An Underrated ...

This study proposes a novel method that effectively anonymizes OSNs using multiple-graph-properties-based clustering that ensures high-level privacy ...

Nov 17, 2021 · Our research aims to protect user privacy by developing distributed data anonymization techniques that obscure sensitive information in the raw sensor data.