Complexity

Research Article

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

Table 3

Correlation coefficient between features and normal class.
FeaturesNormalNormalNormalNormalNormal inNormalNormalNormalNormalNormalNormalNormalNormalNormalNormalNormalNormalNormalNormalNormal
Src_IP0.55                   
Fwd_Pkt_Len_Min 0.50                  
Flow_Pkts/s  0.50                 
Flow_IAT_Mean   0.64                
Flow_IAT_Min    0.63               
Fwd_IAT_Tot     0.80              
Fwd_IAT_Mean      0.89             
Bwd_IAT_Mean       0.62            
Bwd_IAT_Max        0.62           
Bwd_IAT_Min         0.62          
Fwd_PSH_Flags          0.1         
FIN_Flag_Cnt           0.99        
RST_Flag_Cnt            0.99       
CWE_Flag_Count             0.99      
ECE_Flag_Cnt              0.99     
Fwd_Byts/b_Avg               0.1    
Bwd_Pkts/b_Avg                0.1   
Init_Bwd_Win_Byts                 0.58  
Active_Mean                  0.1 
Idle_Max                   0.50