Table 10 Comparative performance of intrusion detection methods.
From: Secure bio-inspired optimization with intrusion aware on-demand routing in MANETs
Method | Accuracy (%) | Precision (%) | Recall (%) | F1-score (%) |
|---|---|---|---|---|
K-means (Sec-BIO) | 95.69 | 96.44 | 95.06 | 95.74 |
SVM | 92.15 | 91.88 | 92.4 | 92.13 |
Random forest | 94.31 | 94.8 | 93.9 | 94.35 |
Naïve Bayes | 89.76 | 88.21 | 90.05 | 89.12 |
