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.

MetricsLocations 2 m apartLocations 2 m and 3 m apartLocations 3 m and 5 m apartSVM
ValuesValuesValuesValues

Detection rate92.1795.3897.7698.67
Precision93.4299.291.098.29
F-measure90.5694.1796.4998.62
AUC91.394.296.499.76