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

Table 12

Summary results of 10-Fold Cross Validation with one hidden layer.

	TPR	FPR	FNR	TNR
Normal	0.998	0.018	0.002	0.982	0.998
Flooding	0.994	0.001	0.006	0.999	0.904
Scheduling	0.922	0	0.078	1	0.995
Grayhole	0.756	0.003	0.244	0.997	0.911
Blackhole	0.928	0.009	0.072	0.991	0.730
Avg.	0.985	0.017	0.015	0.983	0.987