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

Table 9

Summary results of holdout method with one hidden layer.

	TPR	FPR	FNR	TNR	P
Normal	0.996	0.004	0.004	0.996	1.000
Flooding	1.000	0.002	0	0.998	0.791
Scheduling	0.986	0.000	0.014	1	0.983
Grayhole	0.921	0.003	0.079	0.997	0.658
Blackhole	0.343	0.004	0.657	0.996	0.757
Avg.	0.975	0.021	0.025	0.979	0.978