Backdoor Attack on NCI109
59Attack Success Rate (ASR)FedShift
Evaluation Results
| Method | Links | |
|---|---|---|
| FedShiftDefense=Foolsgold2026.03 | 59 | |
| NI-GDBADefense=Foolsgold2026.03 | 57 | |
| NI-GDBADefense=Krum2026.03 | 50 | |
| NI-GDBADefense=Bulyan2026.03 | 50 | |
| FedShiftDefense=Krum2026.03 | 50 | |
| FedShiftDefense=Bulyan2026.03 | 50 | |
| Rand-GDBADefense=Krum2026.03 | 49 | |
| Rand-GDBADefense=Bulyan2026.03 | 49 | |
| Opt-GDBADefense=Krum2026.03 | 47 | |
| Opt-GDBADefense=Bulyan2026.03 | 47 | |
| GTADefense=Krum2026.03 | 45 | |
| GTADefense=Bulyan2026.03 | 45 | |
| GTADefense=Foolsgold2026.03 | 44 | |
| Opt-GDBADefense=Foolsgold2026.03 | 39 | |
| Rand-GDBADefense=Foolsgold2026.03 | 14 |