Journal of Cloud Computing

Advances, Systems and Applications

Table 10 NF-UQ-NIDS dataset with feature selection technique followed by 2D-ACNN

From: Intelligent intrusion detection framework for multi-clouds – IoT environment using swarm-based deep learning classifier

Datasets	TPR ± STDV	FPR ± STDV	Accuracy ± STDV	F-measure ± STDV
NF-BoTIoT	0.8012 ± (0.011)	0.056 ± (0.007)	0.859 ± (0.004)	0.845 ± (0.006)
NF-ToNIoT	0.856 ± (0.014)	0.085 ± (0.000)	0.893 ± (0.008)	0.884 ± 0.014
NF-UNSWNB15	0.707 ± (0.012)	0.057 ± (0.003)	0.652 ± (0.010)	0.795 ± (0.005)
NF-CSE CI-CIDS2018	0.613 ± (0.002)	0.037 ± (0.003)	0.805 ± (0.010)	0.761 ± (0.002)

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