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Suggestion: Node-Level Differentially Private Graph Neural Networks #75

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ameya98 opened this issue Jul 11, 2022 · 0 comments
Open

Suggestion: Node-Level Differentially Private Graph Neural Networks #75

ameya98 opened this issue Jul 11, 2022 · 0 comments

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@ameya98
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ameya98 commented Jul 11, 2022 •
edited

We have some recent work that enables node-level privacy for training GNNs!
This was accepted as an Oral at PAIR2Struct, ICLR 2022:

"Node-Level Differentially Private Graph Neural Networks"
Ameya Daigavane, Gagan Madan, Aditya Sinha, Abhradeep Guha Thakurta, Gaurav Aggarwal, and Prateek Jain.

URL: https://openreview.net/pdf?id=BCfgOLx3gb9
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