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ORCIDBang Wu 0004
Person information
- affiliation: RMIT University, Melbourne, Australia
Other persons with the same name
- Bang Wu — disambiguation page
- Bang Wu 0001
![[0000-0002-8097-7852]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-8097-7852")
— Queen Mary University of London, London, UK - Bang Wu 0002 — Huazhong University of Science and Technology, Wuhan, China
- Bang Wu 0003 — Huazhong University of Science and Technology, Wuhan, China
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2020 – today
- 2025
[c9]He Zhang, Bang Wu, Xiangwen Yang, Xingliang Yuan, Xiaoning Liu, Xun Yi:
Dynamic Graph Unlearning: A General and Efficient Post-Processing Method via Gradient Transformation. WWW 2025: 931-944- 2024
- [j4]He Zhang, Bang Wu, Xingliang Yuan, Shirui Pan, Hanghang Tong, Jian Pei:
Trustworthy Graph Neural Networks: Aspects, Methods, and Trends. Proc. IEEE 112(2): 97-139 (2024) - [j3]Dabao Wang, Bang Wu, Xingliang Yuan, Lei Wu, Yajin Zhou, Helei Cui:
DeFiGuard: A Price Manipulation Detection Service in DeFi Using Graph Neural Networks. IEEE Trans. Serv. Comput. 17(6): 3345-3358 (2024) - [c8]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 - [c7]Bang Wu, Xingliang Yuan, Shuo Wang, Qi Li, Minhui Xue, Shirui Pan:
Securing Graph Neural Networks in MLaaS: A Comprehensive Realization of Query-based Integrity Verification. SP 2024: 2534-2552 - [i9]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) - [i8]Dabao Wang, Bang Wu, Xingliang Yuan, Lei Wu, Yajin Zhou, Helei Cui:
DeFiGuard: A Price Manipulation Detection Service in DeFi using Graph Neural Networks. CoRR abs/2406.11157 (2024) - 2023
- [j2]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) - [c6]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 - [c5]Yiming Qin, Jincheng Hu, Bang Wu:
Toward Evaluating the Robustness of Deep Learning Based Rain Removal Algorithm in Autonomous Driving. SecTL@AsiaCCS 2023: 7:1-7:7 - [i7]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) - [i6]Bang Wu, Xingliang Yuan, Shuo Wang, Qi Li, Minhui Xue, Shirui Pan:
Securing Graph Neural Networks in MLaaS: A Comprehensive Realization of Query-based Integrity Verification. CoRR abs/2312.07870 (2023) - 2022
- [j1]Xiaoning Liu, Bang Wu, Xingliang Yuan, Xun Yi:
Leia: A Lightweight Cryptographic Neural Network Inference System at the Edge. IEEE Trans. Inf. Forensics Secur. 17: 237-252 (2022) - [c4]Bang Wu, Xiangwen Yang, Shirui Pan, Xingliang Yuan:
Model Extraction Attacks on Graph Neural Networks: Taxonomy and Realisation. AsiaCCS 2022: 337-350 - [i5]He Zhang, Bang Wu, Xingliang Yuan, Shirui Pan, Hanghang Tong, Jian Pei:
Trustworthy Graph Neural Networks: Aspects, Methods and Trends. CoRR abs/2205.07424 (2022) - 2021
- [c3]Bang Wu, Shirui Pan, Xingliang Yuan:
Towards Extracting Graph Neural Network Models via Prediction Queries (Student Abstract). AAAI 2021: 15925-15926 - [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 - [i4]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
- [i3]Bang Wu, Xiangwen Yang, Shirui Pan, Xingliang Yuan:
Model Extraction Attacks on Graph Neural Networks: Taxonomy and Realization. CoRR abs/2010.12751 (2020) - [i2]Xiaoning Liu, Bang Wu, Xingliang Yuan, Xun Yi:
Leia: A Lightweight Cryptographic Neural Network Inference System at the Edge. IACR Cryptol. ePrint Arch. 2020: 463 (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)
Coauthor Index
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