Traffic Forecasting on PeMS-BAY (test)
2.8324G-MAEnon-attack
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| non-attackTarget Model=STGCN, Attack Type=None2022.10 | 2.8324 | — | 5.1708 | — | |
| PGD-RandomTarget Model=STGCN, Attack Type=Grey-box2022.10 | 5.7924 | 4.088 | 9.5659 | 8.056 | |
| MIM-RandomTarget Model=STGCN, Attack Type=Grey-box2022.10 | 6.0461 | 4.4043 | 9.8926 | 8.4604 | |
| PGD-DegreeTarget Model=STGCN, Attack Type=Grey-box2022.10 | 6.3903 | 4.3974 | 11.8196 | 10.663 | |
| MIM-DegreeTarget Model=STGCN, Attack Type=Grey-box2022.10 | 6.5071 | 4.5425 | 11.8073 | 10.664 | |
| PGD-CentralityTarget Model=STGCN, Attack Type=Grey-box2022.10 | 6.9712 | 5.1407 | 11.9507 | 10.7645 | |
| MIM-CentralityTarget Model=STGCN, Attack Type=Grey-box2022.10 | 6.9748 | 5.1906 | 11.67 | 10.4777 | |
| STPGD-TDNSTarget Model=STGCN, Attack Type=Grey-box2022.10 | 9.344 | 7.8039 | 5.1708 | 14.815 | |
| MIM-PRTarget Model=STGCN, Attack Type=Grey-box2022.10 | 9.5573 | 8.1512 | 15.2504 | 14.3865 | |
| PGD-PRTarget Model=STGCN, Attack Type=Grey-box2022.10 | 9.6118 | 8.1697 | 15.4945 | 14.6314 | |
| STMIM-TDNSTarget Model=STGCN, Attack Type=Grey-box2022.10 | 10.2563 | 8.7318 | 5.1708 | 15.0358 |