Table 5.
System performance evaluation with datasets.
Datasets | DR | FAR | PREC |
---|---|---|---|
CIC-DoS | 0.936 | 0.04 | 0.999 |
CSE-CICIDS (2018) | 1.000 | 0.00 | 1.000 |
CICIDS (2017) | 0.800 | 0.02 | 0.992 |
Custom dataset Collected (2020) | 0.965 | 0.02 | 0.995 |
Custom dataset Collected (2021) | 0.998 | 0.02 | 0.995 |