Analysis of centrality measures under differential privacy models

DOI10.1016/j.amc.2021.126546OpenAlexW3134151544MaRDI QIDQ2246027

Jesse Laeuchli, Yunior Ramírez-Cruz, Rolando Trujillo-Rasua

Publication date: 15 November 2021

Published in: Applied Mathematics and Computation (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2103.03556

zbMATH Keywords

graphprivacysocial networkdifferential privacycentrality

Mathematics Subject Classification ID

Theory of data (68Pxx) Graph theory (05Cxx) Communication, information (94Axx)

Related Items (1)

A new approach to analyze the independence of statistical tests of randomness

Uses Software

• SparseMatrix
• PrivateLR

Cites Work

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• The university of Florida sparse matrix collection
• The Algorithmic Foundations of Differential Privacy
• Note on deleting a vertex and weak interlacing of the Laplacian spectrum
• Stability and Continuity of Centrality Measures in Weighted Graphs
• Private Analysis of Graph Structure
• Some new bounds on perturbation of subspaces
• Differential Privacy

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