An Investigation on the Fragility of Graph Neural Networks: The Impact of Node Feature Modification on Graph Classification Accuracy

Chengen Wang, Yan Zhou, Kangkook Jee, Murat Kantarcioglu. An Investigation on the Fragility of Graph Neural Networks: The Impact of Node Feature Modification on Graph Classification Accuracy. In 5th IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications, TPS-ISA 2023, Atlanta, GA, USA, November 1-4, 2023. pages 169-176, IEEE, 2023. [doi]

Abstract

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