Xiangwen Yang

Adapting Membership Inference Attacks to GNN for Graph Classification: Approaches and Implications

Bang Ye Wu, Xiangwen Yang, Shirui Pan et al. · 2021 IEEE International Conference on Data Mining (ICDM) · 2021 · 65 citations · Full text

Engineering, Machine Learning, Information Security +22

Model Extraction Attacks on Graph Neural Networks

Bang Ye Wu, Xiangwen Yang, Shirui Pan et al. · Proceedings of the 2022 ACM on Asia Conference on Computer and Communications Security · 2022 · 45 citations · Full text

Service Provider, Engineering, Machine Learning +21

Projective Ranking: A Transferable Evasion Attack Method on Graph Neural Networks

He Zhang, Bang Ye Wu, Xiangwen Yang et al. · 2021 · 29 citations · Full text

Artificial Intelligence, Graph Neural Networks, Engineering +13

Model Extraction Attacks on Graph Neural Networks: Taxonomy and Realization

Bang Ye Wu, Xiangwen Yang, Shirui Pan et al. · arXiv (Cornell University) · 2020 · 13 citations · Full text

Service Provider, Engineering, Machine Learning +21