SoK: Practical Aspects of Releasing Differentially Private Graphs

Nicholas D'Silva, Surya Nepal, Salil S. Kanhere

Graph data is increasingly prevalent across domains, offering analytical value but raising significant privacy concerns. Edges may encode sensitive relationships, while node attrib…