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2020 – today
- 2024
[c6]Bang Wu, He Zhang, Xiangwen Yang, Shuo Wang, Minhui Xue, Shirui Pan, Xingliang Yuan:
GraphGuard: Detecting and Counteracting Training Data Misuse in Graph Neural Networks. NDSS 2024- [i5]He Zhang, Bang Wu, Xiangwen Yang, Xingliang Yuan, Chengqi Zhang, Shirui Pan:
Gradient Transformation: Towards Efficient and Model-Agnostic Unlearning for Dynamic Graph Neural Networks. CoRR abs/2405.14407 (2024) - 2023
- [j1]Bang Wu
, Shuo Wang, Xingliang Yuan, Cong Wang, Carsten Rudolph, Xiangwen Yang:
Defeating Misclassification Attacks Against Transfer Learning. IEEE Trans. Dependable Secur. Comput. 20(2): 886-901 (2023) - [c5]Muhammed F. Esgin, Oguzhan Ersoy, Veronika Kuchta, Julian Loss, Amin Sakzad, Ron Steinfeld, Xiangwen Yang, Raymond K. Zhao:
A New Look at Blockchain Leader Election: Simple, Efficient, Sustainable and Post-Quantum. AsiaCCS 2023: 623-637 - [c4]He Zhang, Bang Wu, Shuo Wang, Xiangwen Yang, Minhui Xue, Shirui Pan, Xingliang Yuan:
Demystifying Uneven Vulnerability of Link Stealing Attacks against Graph Neural Networks. ICML 2023: 41737-41752 - [i4]Bang Wu, He Zhang, Xiangwen Yang, Shuo Wang, Minhui Xue, Shirui Pan, Xingliang Yuan:
GraphGuard: Detecting and Counteracting Training Data Misuse in Graph Neural Networks. CoRR abs/2312.07861 (2023) - 2022
- [c3]Bang Wu, Xiangwen Yang, Shirui Pan, Xingliang Yuan:
Model Extraction Attacks on Graph Neural Networks: Taxonomy and Realisation. AsiaCCS 2022: 337-350 - 2021
- [c2]He Zhang, Bang Wu, Xiangwen Yang, Chuan Zhou, Shuo Wang, Xingliang Yuan, Shirui Pan:
Projective Ranking: A Transferable Evasion Attack Method on Graph Neural Networks. CIKM 2021: 3617-3621 - [c1]Bang Wu, Xiangwen Yang, Shirui Pan, Xingliang Yuan:
Adapting Membership Inference Attacks to GNN for Graph Classification: Approaches and Implications. ICDM 2021: 1421-1426 - [i3]Bang Wu, Xiangwen Yang, Shirui Pan, Xingliang Yuan:
Adapting Membership Inference Attacks to GNN for Graph Classification: Approaches and Implications. CoRR abs/2110.08760 (2021) - 2020
- [i2]Bang Wu, Xiangwen Yang, Shirui Pan, Xingliang Yuan:
Model Extraction Attacks on Graph Neural Networks: Taxonomy and Realization. CoRR abs/2010.12751 (2020)
2010 – 2019
- 2019
- [i1]Bang Wu, Xiangwen Yang, Shuo Wang, Xingliang Yuan, Cong Wang, Carsten Rudolph:
Defending Against Misclassification Attacks in Transfer Learning. CoRR abs/1908.11230 (2019)
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