Intrusion Detection on CICIDS2017

Metric: Recall (higher is better)

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#	Model↕	Recall▼	Extra Data	Paper	Date↕	Code
1	DBN	99.7	No	An Intrusion Detection System based on Deep Beli...	2022-07-05	Code
2	MLP	99.5	No	An Intrusion Detection System based on Deep Beli...	2022-07-05	Code
3	OC-SVM / RF	98.34	No	-	-	Code
4	Random Forest	96.1	Yes	-	-	Code
5	CNN-BiLSTM	86.2	Yes	-	-	Code

#1DBNSOTA
99.7
Recall· 2022-07-05
An Intrusion Detection System based on Deep Belief Networks Code
#2MLP
99.5
Recall· 2022-07-05
An Intrusion Detection System based on Deep Belief Networks Code
#3OC-SVM / RF
98.34
Recall
No paperCode
#4Random Forest
96.1
Recall· Extra Data
No paperCode
#5CNN-BiLSTM
86.2
Recall· Extra Data
No paperCode