| Title | Type | Venue | Code | Year | State | Date | |
|---|---|---|---|---|---|---|---|
| 0 | On the Prediction Instability of Graph Neural Networks | ⚖Stability | 📝arXiv'2022 | 2022 | Added | 2022-05-23 | |
| 1 | Trustworthy Graph Neural Networks: Aspects, Methods and Trends | 📃Survey | arXiv'2022 | 2022 | Added | 2022-05-23 | |
| 2 | A Survey of Trustworthy Graph Learning: Reliability, Explainability, and Privacy Protection | 📃Survey | arXiv'2022 | 2022 | Added | 2022-05-23 | |
| 3 | Bandits for Structure Perturbation-based Black-box Attacks to Graph Neural Networks with Theoretical Guarantees | ⚔Attack | 📝CVPR |  Code |
2022 | Added | 2022-05-15 |
| 4 | LPGNet: Link Private Graph Networks for Node Classification | 🛡Defense | 📝arXiv | 2022 | Added | 2022-05-15 | |
| 5 | Topological Relational Learning on Graphs | 🛡Defense | 📝NeurIPS | Code |
2021 | Added | 2022-05-15 |