Research Article
Spoofing Attack Detection Using Machine Learning in Cross-Technology Communication
Table 3
Comparison of metrics based on the OSVM method for different attack locations.
| Metrics | Locations 2 m apart | Locations 2 m and 3 m apart | Locations 3 m and 5 m apart | SVM | Values | Values | Values | Values |
| Detection rate | 92.17 | 95.38 | 97.76 | 98.67 | Precision | 93.42 | 99.29 | 1.0 | 98.29 | F-measure | 90.56 | 94.17 | 96.49 | 98.62 | AUC | 91.3 | 94.2 | 96.4 | 99.76 |
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