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Privacy-Preserving Link Prediction. (arXiv:2210.01297v1 [cs.CR])
Oct. 5, 2022, 1:20 a.m. | Didem Demirag, Mina Namazi, Erman Ayday, Jeremy Clark
cs.CR updates on arXiv.org arxiv.org
Consider two data holders, ABC and XYZ, with graph data (e.g., social
networks, e-commerce, telecommunication, and bio-informatics). ABC can see that
node A is linked to node B, and XYZ can see node B is linked to node C. Node B
is the common neighbour of A and C but neither network can discover this fact
on their own. In this paper, we provide a two party computation that ABC and
XYZ can run to discover the common neighbours in …
More from arxiv.org / cs.CR updates on arXiv.org
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