Security Enrichment in Intrusion Detection System Using Classifier Ensemble

Table 2

Performance evaluation using detection rate (%).

Base classifier	Logistic Regression		J48		Naive Bayes
Attack	Model 1	Proposed method	Model 1	Proposed method	Model 1	Proposed method
Phf	98.73	100	57	81.3	66.7	71
Teardrop	99.11	100	100	100	100	100
Normal	100	99.9	99.9	99.9	98.6	99
Smurf	97.7	97.7	100	100	100	100
Loadmodule	57.1	71.4	67.4	74.2	85.7	85.7