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Advances, Systems and Applications

Table 6 Detection performance of the model for six LDoS attacks

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