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

Table 10

Summary results of holdout method with two hidden layers.

	TPR	FPR	FNR	TNR
Normal	0.996	0.008	0.004	0.992	0.999
Flooding	1	0.003	0	0.997	0.753
Scheduling	0.984	0	0.016	1	0.991
Grayhole	0.714	0.006	0.286	0.994	0.838
Blackhole	0.818	0.011	0.182	0.989	0.669
Avg.	0.98	0.008	0.02	0.992	0.982