Complexity

Research Article

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

Table 4

Correlation coefficient between features and attack class.
FeaturesAttackAttackAttackAttackAttackAttackAttackAttackAttackAttackAttackAttackAttackAttackAttackAttackAttackAttackAttackAttack
Src_IP0.55                   
Fwd_Pkt_Len_Min 0.50                  
Flow_Pkts/s  0.50                 
Flow_IAT_Mean   0.50                
Flow_IAT_Min    0.68               
Fwd_IAT_Tot     0.69              
Fwd_IAT_Mean      0.84             
Bwd_IAT_Mean       0.63            
Bwd_IAT_Max        0.63           
Bwd_IAT_Min         0.63          
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                 0.53  
Active_Mean                  0.94 
Idle_Max                   0.87