Global and Local Differentially Private Release of Count-Weighted Graphs

Many complex natural and technological systems are commonly modeled as count-weighted graphs, where nodes represent entities, edges model relationships between them, and edge weights define some counting statistics associated with each relationship. As graph data usually contain sensitive informatio...

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Veröffentlicht in:	Proceedings of the ACM on management of data 2023-06, Vol.1 (2), p.1-25, Article 154
Hauptverfasser:	Brito, Felipe T., Farias, Victor A. E., Flynn, Cheryl, Majumdar, Subhabrata, Machado, Javam C., Srivastava, Divesh
Format:	Artikel
Sprache:	eng
Schlagworte:	Data anonymization and sanitization Database and storage security Security and privacy
Online-Zugang:	Volltext
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