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Table 3 Performance with different attack rates

From: A lightweight DDoS detection scheme under SDN context

Attack-Rate

SYN Flood

DDoS

UDP Flood

DDoS

SSDP Amplification

DDoS

\(1 \times\)

\(2 \times\)

\(3 \times\)

\(1 \times\)

\(2 \times\)

\(3 \times\)

\(1 \times\)

\(2 \times\)

\(3 \times\)

ACC,F1

(FORT,Victim)

97.2%,

97.31%

97.26%,

97.17%

97.83%,

97.95%

98.75%,

98.23%

100%,

100%

100%,

100%

88.43%,

90.76%

97.9%,

97.83%

98.63%,

98.86%

ACC,F1

(FORT,Attacker)

97.2%,

96.89%

97.54%,

98.11%

98.41%,

98.27%

98.65%,

98.73%

100%,

100%

100%,

100%

87.16%,

90.58%

98.46%,

98.51%

98.21%,

98.11%

ACC,F1 (Ye et al. 2018)

95.26%,

95.23%

96.32%,

96.23%

96.4%,

96.78%

98.13%,

97.98%

100%,

100%

100%,

100%

76.03%,

80.18%

99.48%,

98.71%

97.53%,

97.41%

  1. Idle-timeout = 5