| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Intrusion Detection | Edge-IIoTset | Accuracy97.2 | 84 | |
| Intrusion Detection | Edge-IIoTset | Accuracy99 | 48 | |
| Untargeted Attack Detection | Edge-IIoTset non-IID | Accuracy95 | 48 | |
| Intrusion Detection | Edge-IIoTset (test) | Accuracy94.2 | 42 | |
| Targeted Attack Detection | Edge-IIoTset non-IID 40% Adversaries | Detection Performance92 | 16 | |
| Targeted Attack Detection | Edge-IIoTset non-IID, 20% Adversaries | Detection Performance94 | 16 | |
| Targeted Attack Detection | Edge-IIoTset non-IID 10% Adversaries | Detection Rate95 | 16 | |
| Federated Learning Defense | Edge-IIoTset | Metric- | 0 |