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.
| ā | 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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