Anomaly Detection on IoT-23 (test)
99.8ROC AUCWeighted Hamming LID
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Weighted Hamming LIDShortcut Risk?=No, Payload?=Yes2026.05 | 99.8 | 99.4 | |
| AutoencoderShortcut Risk?=No, Payload?=Yes2026.05 | 98.1 | 97.2 | |
| KNNShortcut Risk?=No, Payload?=Yes2026.05 | 97 | 97 | |
| NetVADShortcut Risk?=No, Payload?=No2026.05 | 84 | 98.5 | |
| Isolation ForestShortcut Risk?=No, Payload?=No2026.05 | 69.2 | 99.1 | |
| Isolation ForestShortcut Risk?=No, Payload?=Yes2026.05 | 49.2 | 59.4 |