WSN-DS: A Dataset for Intrusion Detection Systems in Wireless Sensor Networks

Table 14

Summary results of 10-Fold Cross Validation with three hidden layers.

	TPR	FPR	FNR	TNR
Normal	0.994	0.045	0.006	0.955	0.995
Flooding	0.754	0.001	0.246	0.999	0.855
Scheduling	0.761	0.001	0.239	0.999	0.946
Grayhole	0.689	0.01	0.311	0.99	0.743
Blackhole	0.843	0.013	0.157	0.987	0.638
Avg.	0.972	0.041	0.028	0.959	0.974