Xiangwen Yang

According to our database, Xiangwen Yang authored at least 10 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Gradient Transformation: Towards Efficient and Model-Agnostic Unlearning for Dynamic Graph Neural Networks.

He Zhang, Bang Wu, Xiangwen Yang, Xingliang Yuan, Chengqi Zhang, Shirui Pan

CoRR, 2024

GraphGuard: Detecting and Counteracting Training Data Misuse in Graph Neural Networks.

Bang Wu, He Zhang, Xiangwen Yang, Shuo Wang, Minhui Xue, Shirui Pan, Xingliang Yuan

Proceedings of the 31st Annual Network and Distributed System Security Symposium, 2024

2023

Defeating Misclassification Attacks Against Transfer Learning.

Bang Wu, Shuo Wang, Xingliang Yuan, Cong Wang, Carsten Rudolph, Xiangwen Yang

IEEE Trans. Dependable Secur. Comput., 2023

Demystifying Uneven Vulnerability of Link Stealing Attacks against Graph Neural Networks.

He Zhang, Bang Wu, Shuo Wang, Xiangwen Yang, Minhui Xue, Shirui Pan, Xingliang Yuan

Proceedings of the International Conference on Machine Learning, 2023

A New Look at Blockchain Leader Election: Simple, Efficient, Sustainable and Post-Quantum.

Muhammed F. Esgin, Oguzhan Ersoy, Veronika Kuchta, Julian Loss, Amin Sakzad, Ron Steinfeld, Xiangwen Yang, Raymond K. Zhao

Proceedings of the 2023 ACM Asia Conference on Computer and Communications Security, 2023

2022

Model Extraction Attacks on Graph Neural Networks: Taxonomy and Realisation.

Bang Wu, Xiangwen Yang, Shirui Pan, Xingliang Yuan

Proceedings of the ASIA CCS '22: ACM Asia Conference on Computer and Communications Security, Nagasaki, Japan, 30 May 2022, 2022

2021

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

Bang Wu, Xiangwen Yang, Shirui Pan, Xingliang Yuan

Proceedings of the IEEE International Conference on Data Mining, 2021

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

He Zhang, Bang Wu, Xiangwen Yang, Chuan Zhou, Shuo Wang, Xingliang Yuan, Shirui Pan

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Model Extraction Attacks on Graph Neural Networks: Taxonomy and Realization.

Bang Wu, Xiangwen Yang, Shirui Pan, Xingliang Yuan

CoRR, 2020

2019

Defending Against Misclassification Attacks in Transfer Learning.

Bang Wu, Xiangwen Yang, Shuo Wang, Xingliang Yuan, Cong Wang, Carsten Rudolph

CoRR, 2019