Table 2 Attack detection outcome of TTOS-RAAM model under 80%TRAP and 20%TESP.
Class labels | Accuy | Sensy | Specy | Fscore | AUCscore |
---|---|---|---|---|---|
TRAP (80%) | |||||
C1 | 99.52 | 99.60 | 99.25 | 99.69 | 99.42 |
C2 | 99.87 | 98.88 | 99.94 | 98.99 | 99.41 |
C3 | 99.93 | 98.07 | 99.97 | 98.31 | 99.02 |
C4 | 99.93 | 98.27 | 99.96 | 97.91 | 99.12 |
C5 | 99.92 | 99.06 | 99.94 | 97.66 | 99.50 |
C6 | 99.96 | 99.13 | 99.96 | 97.33 | 99.55 |
C7 | 99.96 | 97.96 | 99.97 | 95.79 | 98.96 |
C8 | 99.83 | 98.63 | 99.92 | 98.71 | 99.27 |
C9 | 99.91 | 99.40 | 99.93 | 98.74 | 99.66 |
C10 | 99.98 | 98.98 | 99.98 | 94.89 | 99.48 |
Average | 99.88 | 98.80 | 99.88 | 97.80 | 99.34 |
TESP (20%) | |||||
C1 | 99.61 | 99.71 | 99.27 | 99.74 | 99.49 |
C2 | 99.89 | 99.01 | 99.94 | 99.08 | 99.48 |
C3 | 99.93 | 98.45 | 99.97 | 98.45 | 99.21 |
C4 | 99.95 | 99.23 | 99.96 | 98.47 | 99.60 |
C5 | 99.95 | 99.00 | 99.97 | 98.51 | 99.48 |
C6 | 99.96 | 99.48 | 99.96 | 97.47 | 99.72 |
C7 | 99.97 | 97.85 | 99.98 | 96.30 | 98.91 |
C8 | 99.87 | 98.70 | 99.95 | 98.97 | 99.32 |
C9 | 99.96 | 99.52 | 99.97 | 99.34 | 99.74 |
C10 | 99.98 | 96.43 | 99.98 | 94.74 | 98.21 |
Average | 99.91 | 98.74 | 99.90 | 98.11 | 99.32 |