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
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