Research Article
WSN-DS: A Dataset for Intrusion Detection Systems in Wireless Sensor Networks
Table 11
Summary results of holdout method with three hidden layers.
| ā | 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 |
|
|