From: A novel two-phase cycle algorithm for effective cyber intrusion detection in edge computing
Type | DATASUBSET1 | DATASUBSET2 | DATASUBSET3 | ||||||
---|---|---|---|---|---|---|---|---|---|
BestAccu | BestDR | BestFAR | BestAccu | BestDR | BestFAR | BestAccu | BestDR | BestFAR | |
Normal | |||||||||
 DR | 92.64 | 89.5 | 92.86 | 95.96 | 95.92 | 97.13 | 99.21 | 97.56 | 99.28 |
 FAR | 1.4 | 0.93 | 1.66 | 2.94 | 2.85 | 3.42 | 1.78 | 1.19 | 1.89 |
Probe | |||||||||
 DR | 95.88 | 91.4 | 94.47 | 95.96 | 96.08 | 95.65 | 95.31 | 96.24 | 96.71 |
 FAR | 1.51 | 0.73 | 0.85 | 0.52 | 0.52 | 0.52 | 0.18 | 0.26 | 0.24 |
DoS | |||||||||
 DR | 99.47 | 100 | 99.68 | 99.79 | 99.79 | 99.79 | 98.44 | 98.26 | 98.3 |
 FAR | 1.84 | 2.7 | 2.02 | 1.75 | 1.77 | 1.65 | 0.36 | 0.56 | 0.19 |
U2R | |||||||||
 DR | 75.42 | 24.07 | 71.65 | 45.51 | 43.55 | 48.75 | 100 | 100 | 80 |
 FAR | 0.28 | 0.08 | 0.23 | 0.13 | 0.13 | 0.18 | 0.11 | 1.42 | 0.1 |
R2L | |||||||||
 DR | 93.65 | 97.77 | 95.11 | 89.24 | 89.38 | 87.09 | 82 | 32 | 81 |
 FAR | 1.81 | 11.14 | 2.15 | 2.05 | 2.19 | 1.69 | 0.03 | 0.14 | 0.06 |