Advances, Systems and Applications
Table 2 Top decision rules for 'label'
Rule ID | Rule | Mode category | Record count | Record percentage | Rule confidence |
|---|---|---|---|---|---|
76 | Bwd IAT Std >  = 2.000, & BwdPkt Len Std <  = 3.000 &InitBwd Win Byts >  = 2& InitBwd Win Byts < 3 SYN Flag Cnt <  = 2 & Tot FwdPkts <  = 3 | Brute_Force | 24,204 | 26.8 | 100.0 |
57 | Flow IAT Min < 4 & Bwd IAT Min < 1 & Pkt Len Std < 1.000 & Flow Duration < 2 & Tot FwdPkts < 2 | Brute_Force | 16,841 | 18.7 | 99.7 |
56 | Flow IAT Min < 3 & Bwd IAT Min < 1 & Pkt Len Std < 1.000 & Flow Duration < 2 & Tot FwdPkts < 2 | Brute_Force | 8,348 | 9.3 | 95.3 |
5 | SYN Flag Cnt <  = 2 & Tot FwdPkts < 1 | Port_Scan | 7,107 | 7.9 | 99.9 |
72 | Fwd IAT Min >  = 2 & TotLenFwdPkts <  = 3 & Flow IAT Mean >  = 5.000 & SYN Flag Cnt < 1 & Tot FwdPkts <  = 3 | Normal | 6,427 | 7.1 | 99.9 |