Apr 1, 2021 · Edge differential privacy obfuscates differences among graphs' edge sets and thus conceals the absence or presence of sensitive connections ...
Edge differential privacy obfuscates differences among graphs' edge sets and thus conceals the absence or presence of sensitive connections therein. We provide ...
Apr 1, 2021 · Edge differential privacy obfuscates differences among graphs' edge sets and thus conceals the absence or presence of sensitive connections ...
Dec 1, 2021 · This paper develops a framework for privatizing the spectrum of the Laplacian of an undirected graph using differential privacy. We consider two ...
Dec 14, 2021 · Edge differential privacy obfuscates differences among graphs’ edge sets and thus conceals the absence or presence of sensitive ...
We introduce a new definition of connectivity which measures cohesion in graphs in a way which satisfies our intuitive concepts about connectivity of graphs.
Sep 8, 2024 · Edge differential privacy obfuscates differences among graphs' edge sets and thus conceals the absence or presence of sensitive connections ...
Mar 11, 2011 · Intuitively operations that preserve connectivity will not decrease the eigenvalues. For example, adding edges to the graph does not ...
Nov 1, 2023 · This paper develops a framework for privatizing the spectrum of the Laplacian of an undirected graph using differential privacy.
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A framework for privatizing the spectrum of the Laplacian of an undirected graph using differential privacy using the bounded Laplace mechanism and pays ...