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

Table 11

Summary results of holdout method with three hidden layers.

	TPR	FPR	FNR	TNR
Normal	0.995	0.016	0.005	0.984	0.998
Flooding	0.989	0.003	0.011	0.997	0.734
Scheduling	0.973	0.001	0.027	0.999	0.954
Grayhole	0.576	0.001	0.424	0.999	0.965
Blackhole	0.989	0.016	0.011	0.984	0.631
Avg.	0.978	0.015	0.022	0.985	0.984