A practical adversarial attack on Graph Neural Networks by attacking single node structure

Yang Chen, Zhonglin Ye, Haixing Zhao, Lei Meng, Zhaoyang Wang, Yanlin Yang. A practical adversarial attack on Graph Neural Networks by attacking single node structure. In 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, Cloud & Big Data Systems & Application, HPCC/DSS/SmartCity/DependSys 2022, Hainan, China, December 18-20, 2022. pages 143-152, IEEE, 2022. [doi]

Abstract

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