Research Article
Leverage Website Favicon to Detect Phishing Websites
Table 7
To find the optimum threshold,
, for Phishdentity with additional features.
| Optimal threshold, | TP (%) | TN (%) | FP (%) | FN (%) | |
| 0 | 99.80 | 90.23 | 9.77 | 0.20 | 0.95243 | 20 | 98.86 | 91.66 | 8.34 | 1.14 | 0.95425 | 40 | 97.34 | 94.40 | 5.60 | 2.66 | 0.95930 | 50 | 97.14 | 95.89 | 4.11 | 2.86 | 0.96537 | 60 | 96.97 | 96.11 | 3.89 | 3.03 | 0.96555 | 80 | 65.17 | 98.46 | 1.54 | 34.83 | 0.78184 | 100 | 23.34 | 100 | 0.00 | 76.66 | 0.37847 |
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