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Table 8 Top 20 CSE-CIC-IDS2018 features by supervised ranking technique LightGBM

From: Detecting cybersecurity attacks across different network features and learners

Destination_Port
Packet_Length_Std
min_seg_size_forward
Flow_IAT_Min
Fwd_Packet_Length_Std
Packet_Length_Variance
Fwd_IAT_Min
Idle_Max
Fwd_Packet_Length_Mean
Fwd_Packets_s
Bwd_Packet_Length_Mean
Flow_IAT_Max
Bwd_Packet_Length_Std
Fwd_Packet_Length_Max
Fwd_Header_Length
Fwd_IAT_Total
RST_Flag_Count
Bwd_IAT_Total
Bwd_Packets_s
Fwd_IAT_Max