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cs.SI2025
Counting Graphlets of Size under Local Differential Privacy
Vorapong Suppakitpaisarn, Donlapark Ponnoprat, Nicha Hirankarn +1
The problem of counting subgraphs or graphlets under local differential privacy is an important challenge that has attracted significant attention from researchers. However, much o…
cs.SI2023
Local Differential Privacy for Number of Paths and Katz Centrality
Louis Betzer, Vorapong Suppakitpaisarn, Quentin Hillebrand
In this paper, we give an algorithm to publish the number of paths and Katz centrality under the local differential privacy (LDP), providing a thorough theoretical analysis. Althou…