A comprehensive bibliometric analysis on social network anonymization: current approaches and future directions

N Yazdanjue, H Yazdanjouei, H Gharoun… - … and Information Systems, 2025 - Springer
In recent decades, social network anonymization has become a crucial research field due to
its pivotal role in preserving users' privacy. However, the high diversity of approaches …

Anonymization of attributed social graph using anatomy based clustering

D Mohapatra, MR Patra - Multimedia tools and applications, 2019 - Springer
A social graph is a common way to publish a social network, but such publication poses
privacy risks. In this paper, we use attributed social graph as a graph model to represent the …

A systematic comparison of measures for k-anonymity in networks

RG de Jong, MPJ van der Loo, FW Takes - arxiv preprint arxiv …, 2024 - arxiv.org
Privacy-aware sharing of network data is a difficult task due to the interconnectedness of
individuals in networks. An important part of this problem is the inherently difficult question of …

A graph based approach for privacy preservation of citizen data in e-governance applications

D Mohapatra, M Ranjan Patra - Proceedings of the 20th Annual …, 2019 - dl.acm.org
Online social media provides a platform for the citizens to create profiles and share
information. This has also enabled the governments to create their own profiles and promote …

Performance Analysis of K-Degree Anonymization on Barabási-Albert Graph

F Soygazi, D Oğuz - Afyon Kocatepe Üniversitesi Fen Ve …, 2023 - dergipark.org.tr
Öz Anonimlik, çizge tabanlı sosyal ağların sayısının artmasıyla ortaya çıkan en önemli
sorunlardan biridir. Çizgeye bazı düğümler ekleyerek veya çıkararak anonimliği sağlamak …