Advances, Systems and Applications
From: Low-rate Denial of Service attack detection method based on time-frequency characteristics
Validation Sets | Accuracy | Recall | Precision | FAR | F1 |
---|---|---|---|---|---|
Pwnloris | 0.982 3 | 0.980 4 | 0.984 1 | 0.015 8 | 0.982 3 |
Hping | 0.978 3 | 0.980 5 | 0.976 2 | 0.023 8 | 0.978 3 |
Torshammer | 0.963 7 | 0.958 6 | 0.968 4 | 0.031 2 | 0.963 5 |
Slowloris | 0.962 3 | 0.960 4 | 0.964 0 | 0.035 8 | 0.962 2 |
Httpbog | 0.963 7 | 0.978 6 | 0.950 2 | 0.051 2 | 0.964 2 |
Slowhttptest | 0.948 4 | 0.971 6 | 0.928 5 | 0.074 8 | 0.949 6 |
Average | 0.966 5 | 0.971 7 | 0.962 0 | 0.038 8 | 0.966 7 |