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.SI2024
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…
stat.CO2024
Split-Apply-Combine with Dynamic Grouping
Mark P. J. van der Loo
Partitioning a data set by one or more of its attributes and computing an aggregate for each part is one of the most common operations in data analyses. There are use cases where t…