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 |