Table 5.
Average detection accuracy for five sensor nodes scales by the SCDNN algorithm using optimal k and values (%).
| Dataset | Parameter | Sensor Nodes | ||||
|---|---|---|---|---|---|---|
| 10 Nodes | 20 Nodes | 30 Nodes | 40 Nodes | 50 Nodes | ||
| 5% Attacker in Networks | 96.8 | 96.4 | 95.8 | 94.5 | 94.6 | |
| 93.1 | 93.5 | 92.4 | 89.3 | 88.7 | ||
| 89.6 | 89.2 | 86.5 | 82.4 | 83.3 | ||
| 10% Attacker in Networks | 96.8 | 96.4 | 95.8 | 94.5 | 94.6 | |
| 93.1 | 93.5 | 92.4 | 89.3 | 88.7 | ||
| 89.6 | 89.2 | 86.5 | 82.4 | 83.3 | ||