Adversarial Evasion Attack Detection on UQ-IoT all pcap traces
99.99TNR (True Negative Rate)Residual Localisation Detector (RLD)
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Residual Localisation Detector (RLD)Threshold (tau)=0.1602026.07 | 99.99 | — | — | — | — | 99.72 | 99.72 | 99.99 | 99.86 | |
| Feature-Space Perturbation Consistency (FPC) DetectorW (Window size)=235, τ (Threshold)=0.362026.07 | 99.93 | 1,341 | 1 | 19 | 1,323 | 98.6 | 98.6 | 99.92 | 99.26 |