A modular systemisation plus practitioner objectives framework organises DP graph release methods and yields an open social-network benchmark of SotA edge- and node-DP algorithms.
The affective evolution of social norms in social networks.IEEE Transactions on Computational Social Systems, 5(3):727–735, 2018
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Large-scale analysis of Bluesky shows online participation is structured by low-vocality practices like liking that sustain high-intensity engagement, separate from posting which dominates low-intensity use.
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SoK: Practical Aspects of Releasing Differentially Private Graphs
A modular systemisation plus practitioner objectives framework organises DP graph release methods and yields an open social-network benchmark of SotA edge- and node-DP algorithms.
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Low-Vocality Engagement Shapes Online Participation
Large-scale analysis of Bluesky shows online participation is structured by low-vocality practices like liking that sustain high-intensity engagement, separate from posting which dominates low-intensity use.