Journal of Sensors / 2016 / Article / Tab 14

Research Article

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.

TPRFPRFNRTNR

Normal0.9940.0450.0060.9550.995
Flooding0.7540.0010.2460.9990.855
Scheduling0.7610.0010.2390.9990.946
Grayhole0.6890.010.3110.990.743
Blackhole0.8430.0130.1570.9870.638

Avg.0.9720.0410.0280.9590.974

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