Table 9 Densenet121 verification.
From: An intrusion detection model based on Convolutional Kolmogorov-Arnold Networks
Category | Recall IoT-2023 IoMT-2024 | Precision IoT-2023 IoMT-2024 | F1-score IoT-2023 IoMT-2024 | False Positive Rate IoT-2023 IoMT-2024 | ||||
|---|---|---|---|---|---|---|---|---|
0 | 0.963 | 0.944 | 0.968 | 0.968 | 0.966 | 0.956 | 0.005 | 0.006 |
1 | 0.880 | 0.989 | 0.885 | 0.990 | 0.882 | 0.989 | 0.016 | 0.002 |
2 | 0.977 | 0.986 | 0.964 | 0.989 | 0.971 | 0.988 | 0.005 | 0.002 |
3 | 0.966 | 0.963 | 0.976 | 0.961 | 0.971 | 0.962 | 0.003 | 0.008 |
4 | 0.900 | 0.940 | 0.884 | 0.953 | 0.891 | 0.947 | 0.017 | 0.009 |
5 | 0.986 | 0.930 | 0.992 | 0.895 | 0.989 | 0.912 | 0.001 | 0.022 |
6 | 0.962 | —— | 0.964 | —— | 0.963 | —— | 0.005 | —— |
7 | 0.964 | —— | 0.966 | —— | 0.965 | —— | 0.005 | —— |
