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

Table 13

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

	TPR	FPR	FNR	TNR
Normal	0.998	0.02	0.002	0.98	0.998
Flooding	0.985	0.001	0.015	0.999	0.900
Scheduling	0.915	0	0.085	1	0.992
Grayhole	0.867	0.007	0.133	0.993	0.832
Blackhole	0.778	0.005	0.222	0.995	0.810
Avg.	0.985	0.019	0.015	0.981	0.985