IoT-23
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Unknown attack detection | IoT-23 | C&C-FD100 | 20 | |
| IoT Anomaly Detection | IoT-23 | Accuracy95.44 | 7 | |
| Classification | IoT-23 (test) | Accuracy98.2863 | 6 | |
| Anomaly Detection | IoT-23 (test) | ROC AUC99.8 | 6 | |
| Unknown Attack Detection | IoT-23 (test) | W-F10.657 | 5 | |
| Attack Success Rate | IoT-23 Infected shard only | ASR100 | 4 | |
| Attack Success Rate | IoT-23 All shards | ASR6.1692 | 4 | |
| Attack Success Rate | IoT-23 Retraining scope | ASR6.1218 | 2 | |
| Determinism Verification | IoT-23 | Dataset Hash Match100 | 1 | |
| Data Processing Performance | IoT-23 | Processing Time (sec)4,861 | 1 |
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