Research Article
Leverage Website Favicon to Detect Phishing Websites
Table 6
To find the optimum weight for
and
when
is set to 50 as the baseline.
| | | TP (%) | TN (%) | FP (%) | FN (%) | |
| | 0 | 100 | 92.34 | 91.71 | 8.29 | 7.66 | 0.92050 | | 20 | 80 | 94.77 | 93.20 | 6.80 | 5.23 | 0.94032 | | 40 | 60 | 97.14 | 95.89 | 4.11 | 2.86 | 0.96537 | | 60 | 40 | 97.0 | 95.54 | 4.46 | 3.0 | 0.96297 | | 80 | 20 | 97.0 | 95.54 | 4.46 | 3.0 | 0.96297 | | 100 | 0 | 97.0 | 95.54 | 4.46 | 3.0 | 0.96297 |
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