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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