Introducing ADegree: Anonymisation of Social Networks Through Constraint Programming

S Solonets, V Drobny, V Rivera, JY Lee - Mobility Analytics for Spatio …, 2018 - Springer
With the rapid growth of Online Social Networks (OSNs) and the information involved in
them, research studies concerning OSNs, as well as the foundation of businesses, have …

A data driven anonymization system for information rich online social network graphs

DF Nettleton, J Salas - Expert Systems with Applications, 2016 - Elsevier
In recent years, online social networks have become a part of everyday life for millions of
individuals. Also, data analysts have found a fertile field for analyzing user behavior at …

Privacy and anonymization in social networks

BK Tripathy, MS Sishodia, S Jain, A Mitra - Social Networking: Mining …, 2014 - Springer
As the Internet continues to grow, the proliferation of online social networks raises many
privacy concerns. The users of these OSNs are divulging endless details about their lives …

Anonymizing weighted social network graphs

S Das, Ö Eğecioğlu, A El Abbadi - 2010 IEEE 26th International …, 2010 - ieeexplore.ieee.org
The increasing popularity of social networks has initiated a fertile research area in
information extraction and data mining. Although such analysis can facilitate better …

Anonymizing Global Edge Weighted Social Network Graphs

J Wang, Z Wan, J Song, Y Huang, Y Lin… - Security and Privacy in …, 2021 - Springer
Privacy protection of individual users in social networks is becoming more and more
important, thus it requires effective anonymization techniques. In this paper, we use Kruskal …

[PDF][PDF] Anonymizing edge-weighted social network graphs

S Das, O Egecioglu, A El Abbadi - … , UC Santa Barbara, Tech. Rep. CS …, 2009 - cs.ucsb.edu
The increasing popularity of social networks has initiated a fertile research area in
information extraction and data mining. Although such analysis can facilitate better …

Anonymizing subsets of social networks with degree constrained subgraphs

S Chester, J Gaertner, U Stege… - 2012 IEEE/ACM …, 2012 - ieeexplore.ieee.org
In recent years, concerns of privacy have become more prominent for social networks.
Anonymizing a graph meaningfully is a challenging problem, as the original graph …

[PDF][PDF] Centrality preservation in anonymized social networks

TM Truta, A Campan, A Gasmi, N Cooper… - Proceedings of the …, 2011 - world-comp.org
Social network sites continue to grow in number and size and accumulate information about
their members. Among the data provided by members on the social sites they use, there are …

Anónimos: An lp-based approach for anonymizing weighted social network graphs

S Das, O Egecioglu, A El Abbadi - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
The increasing popularity of social networks has initiated a fertile research area in
information extraction and data mining. Anonymization of these social graphs is important to …

On the privacy of anonymized networks

P Pedarsani, M Grossglauser - Proceedings of the 17th ACM SIGKDD …, 2011 - dl.acm.org
The proliferation of online social networks, and the concomitant accumulation of user data,
give rise to hotly debated issues of privacy, security, and control. One specific challenge is …