Intrusion Detection on CICIDS2017

Metric: Avg F1 (higher is better)

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#	Model↕	Avg F1▼	Extra Data	Paper	Date↕	Code
1	OC-SVM / RF	0.9875	No	-	-	Code
2	Random Forest	0.971	Yes	-	-	Code
3	DBN	0.94	No	An Intrusion Detection System based on Deep Beli...	2022-07-05	Code
4	CNN-BiLSTM	0.908	Yes	-	-	Code
5	MLP	0.873	No	An Intrusion Detection System based on Deep Beli...	2022-07-05	Code

#1OC-SVM / RF
0.9875
Avg F1
No paperCode
#2Random Forest
0.971
Avg F1· Extra Data
No paperCode
#3DBNSOTA
0.94
Avg F1· 2022-07-05
An Intrusion Detection System based on Deep Belief Networks Code
#4CNN-BiLSTM
0.908
Avg F1· Extra Data
No paperCode
#5MLP
0.873
Avg F1· 2022-07-05
An Intrusion Detection System based on Deep Belief Networks Code