Toward a Real-Time TCP SYN Flood DDoS Mitigation Using Adaptive Neuro-Fuzzy Classifier and SDN Assistance in Fog Computing

Table 6

The evaluated metrics were used to compare the results of ANFIS with other methods.

Method	Accuracy	Precision	Recall	F1-score
ANFIS SDN	100	100	100	100
ANFIS CIC-DDoS2019	99.95	100	99.94	99.95
FUPE [10]	98.2	96.08	98	N/A
CNN [26]	95.4	93.3	92.4	92.8
GAN [27]	94.38	94.08	97.89	95.94
MLP [28]	95.01	95.46	94.51	94.98