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

Table 5

Features selected with XGBoost.

Feature name	Description
Total Length of Fwd Packets	Overall size of packet in the forward direction
Fwd Packet Length Mean	Mean size of packet in forward direction
ACK Flag Count	Number of packets with ACK
URG Flag Count	Number of packets with URG
Init Win bytes forward	Number of bytes sent in initial window in the forward direction
min seg size forward	The observed minimum segment size in the forward direction
Inbound	The direction in which traffic moves between networks
Label	Type of packets for classification