3 papers
cs.SI2026
Fuzzy k-anonymity in complex networks
Rachel G. de Jong, Mark P. J. van der Loo, Frank W. Takes
With the introduction of large-scale network data, including population-scale social networks, techniques for privacy-aware sharing of network data become increasingly important. W…
cs.SI2026
The anonymization problem in social networks
Rachel G. de Jong, Mark P. J. van der Loo, Frank W. Takes
This paper introduces a unified computational framework for the anonymization problem in social networks, where the objective is to maximize node anonymity through graph alteration…
cs.SI2025
A systematic comparison of measures for publishing k-anonymous social network data
Rachel G. de Jong, Mark P. J. van der Loo, Frank W. Takes
Sharing or publishing social network data while accounting for privacy of individuals is a difficult task due to the interconnectedness of nodes in networks. A key question in k-an…