Table 5.

Summary of BotNet attack Detection using Deep Neural Network in an SDN-enabled IoT Networks.

Author	Method	Dataset	Acc (%)	P (%)	R (%)	F1 (%)
Khan et al. [93]	DNN-DNN	N_BaIoT	99.93	99.87	99.86	99.86
Al-Abassi et al. [94]	DNN+DT	ICS	99.67	97	99	99
Tang et al. [95]	DNN	NSL-KDD	75.75	83	75	74
Narayanadoss et al. [96]	DNN	Simulated data	85	87	87	87
Ferrag et al. [97]	DNN	CICDDoS2019	93.88	68	63	58
		TON_IoT	98.93	93	93	95
Ravi et al. [98]	DNN+K-means	NSL-KDD	99.78	-	-	99.72
Makuvaza et al. [99]	DNN	CICIDS 2017	96.67	97.21	97.29	97.25
Ravi et al. [100]	Deep ELM	Simulated	97.9	97.2	97.6	97.2
		UNB-ISCX	96.28	95.16	97.27	96.2
Maeda, Shogo et al. [101]	DNN	CTU-13 and ISOT	98.7	98.99	99.70	99.34
Sattar et al. [102]	DNN-LSTM	N_BaIoT	99.99	99.99	99.99	99.99