Advances, Systems and Applications
Table 11 Performance analysis between existing and proposed methods
Performance (%) | Proposed(NF_UQ-NIDS dataset) | LeNet network model (NSL-KDD dataset) [38] |
|---|---|---|
Accuracy | 95.20 | 97.29 |
False positive rate | 2.5 | 6.5 |
Detection rate | 97.24 | 98.55 |