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
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