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Advances, Systems and Applications

Table 2 The two-dimensional confusion matrices that define the main factors considered in IDS performance evaluation when predicting the anomaly and normal classes

From: Intrusion detection systems for IoT-based smart environments: a survey

  

Predicting the anomaly class

  

Attack

Normal

Actual

Attack

α A

β A

Class

Normal

γ A

δ A

  

Predicting the normal class

  

Normal

Attack

Actual

Normal

α N

β N

Class

Attack

γ N

δ N