1 citations · 3 across the 5 of their papers we have counts for
5 papers
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…
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…
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…
The effect of distant connections on node anonymity in complex networks
Rachel G. de Jong, Mark P. J. van der Loo, Frank W. Takes
Ensuring privacy of individuals is of paramount importance to social network analysis research. Previous work assessed anonymity in a network based on the non-uniqueness of a node'…
Monitoring data in R with the lumberjack package
Mark P. J. van der Loo
Monitoring data while it is processed and transformed can yield detailed insight into the dynamics of a (running) production system. The lumberjack package is a lightweight package…