Topology Attack and Defense for Graph Neural Networks: An Optimization Perspective

International Joint Conference on Artificial Intelligence (IJCAI-2019) Graph neural networks (GNNs) which apply the deep neural networks to graph data have achieved significant performance for the task of semi-supervised node classification. However, only few work has addressed the adversarial robus...

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Hauptverfasser:	Xu, Kaidi, Chen, Hongge, Liu, Sijia, Chen, Pin-Yu, Weng, Tsui-Wei, Hong, Mingyi, Lin, Xue
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Cryptography and Security Computer Science - Learning Computer Science - Social and Information Networks Statistics - Machine Learning
Online-Zugang:	Volltext bestellen
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