BoT-IoT
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Intrusion Detection | BoT-IoT (test) | Accuracy96.5 | 24 | |
| Intrusion Detection | BoT-IoT | Accuracy100 | 10 | |
| DDoS Detection | Bot-IoT | Accuracy99.6 | 9 | |
| IoT Attack Detection | BoT-IoT (test) | Recall100 | 9 | |
| Intrusion Detection | NF-BoT-IoT | Accuracy96.43 | 8 | |
| Anomaly Detection | Bot-IoT (leave-family-out) | Precision96 | 6 | |
| Malicious Traffic Detection | BoT-IoT with drift | Accuracy99.47 | 5 | |
| Malicious Traffic Detection | BoT-IoT without drift | Accuracy99.77 | 5 | |
| Multiclass classification | BoT-IoT | Recall99.99 | 4 | |
| Binary Classification | BoT-IoT | Accuracy99.99 | 4 |
Showing 10 of 10 rows