WSN-DS: A Dataset for Intrusion Detection Systems in Wireless Sensor Networks
Table 12
Summary results of 10-Fold Cross Validation with one hidden layer.
TPR
FPR
FNR
TNR
Normal
0.998
0.018
0.002
0.982
0.998
Flooding
0.994
0.001
0.006
0.999
0.904
Scheduling
0.922
0
0.078
1
0.995
Grayhole
0.756
0.003
0.244
0.997
0.911
Blackhole
0.928
0.009
0.072
0.991
0.730
Avg.
0.985
0.017
0.015
0.983
0.987
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