GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation

Sina Sajadmanesh, Ali Shahin Shamsabadi, Aurélien Bellet, Daniel Gatica-Perez. GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation. In Joseph A. Calandrino, Carmela Troncoso, editors, 32nd USENIX Security Symposium, USENIX Security 2023, Anaheim, CA, USA, August 9-11, 2023. pages 3223-3240, USENIX Association, 2023. [doi]

Authors

Sina Sajadmanesh

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Ali Shahin Shamsabadi

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Aurélien Bellet

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Daniel Gatica-Perez

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