Intrusion Detection System to Advance Internet of Things Infrastructure-Based Deep Learning Algorithms

Table 2

21 significant features obtained by using the PSO method.

Total features	Feature name
21	Src_IP, Fwd_Pkt_Len_Min, Flow_Pkts/s, Flow_IAT_Mean, Flow_IAT_Min, Fwd_IAT_Tot, Fwd_IAT_Mean, Bwd_IAT_Mean. 1, Bwd_IAT_Max, Bwd_IAT_Min, Fwd_PSH_Flags, FIN_Flag_Cnt, RST_Flag_Cnt, CWE_Flag_Count, ECE_Flag_Cnt, fwd_byts/b_avg, bwd_pkts/b_avg, Init_Bwd_Win_Byts, Active_Mean, Idle_Max, class