WSN-DS: A Dataset for Intrusion Detection Systems in Wireless Sensor Networks
Table 14
Summary results of 10-Fold Cross Validation with three hidden layers.
TPR
FPR
FNR
TNR
Normal
0.994
0.045
0.006
0.955
0.995
Flooding
0.754
0.001
0.246
0.999
0.855
Scheduling
0.761
0.001
0.239
0.999
0.946
Grayhole
0.689
0.01
0.311
0.99
0.743
Blackhole
0.843
0.013
0.157
0.987
0.638
Avg.
0.972
0.041
0.028
0.959
0.974
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