Table 6 The AUC values for different attack types when PSI, ASL and S++ methods are applied or not
From: Forecasting cyberattacks with incomplete, imbalanced, and insignificant data
Methods | Attack Types | |||||
|---|---|---|---|---|---|---|
Case | PSI | ASL | S++ | EM | MD | ME |
1 | + | + | + | 0.74 | 0.91 | 0.91 |
2 | + | + | - | 0.68 | 0.80 | 0.84 |
3 | + | - | + | 0.87 | 0.90 | 0.96 |
4 | + | - | - | 0.80 | 0.86 | 0.96 |
5 | - | + | + | 0.60 | 0.50 | 0.85 |
6 | - | + | - | 0.43 | 0.46 | 0.85 |
7 | - | - | + | 0.46 | 0.62 | 0.70 |
8 | - | - | - | 0.46 | 0.41 | 0.35 |