Table 1.
Feature names of the KDD Cup dataset.
| S. No | Feature names |
|---|---|
| 1 | Duration |
| 2 | Protocol type |
| 3 | Service |
| 4 | Src-byte |
| 5 | Dst-rate |
| 6 | Flag |
| 7 | Land |
| 8 | Wrong_fragment |
| 9 | Urgent |
| 10 | Hot |
| 11 | Nume_faild_login |
| 12 | Logged_in |
| 13 | Num_compromised |
| 14 | Root_shell |
| 15 | Su_atte- + mpted |
| 16 | Num_root |
| 17 | Num_file_creation |
| 18 | Num_shells |
| 19 | Num_acces_shells |
| 20 | Num_outbound_cmds |
| 21 | Is_hot_Login |
| 22 | Ist_guest_Login |
| 23 | Count |
| 24 | Serror_rate |
| 25 | Rerror-rate |
| 26 | Same-Srv-rate |
| 27 | Diff-Srv-rate |
| 28 | Srv_Count |
| 29 | Srv_serror_rate |
| 30 | Srv_rerror_rate |
| 31 | Srv_Diff_host_rate |
| 32 | Dst_host_count |
| 33 | Dst_host_srv_count |
| 34 | Dst_host_same_srv_count |
| 35 | Dst_host_diff_srv_count |
| 36 | Dst_host_same_src_port_rate |
| 37 | Dst_host_srv_diff_host_rate |
| 38 | Dst_host_serror_rate |
| 39 | Dst_host_srv_serror_rate |
| 40 | Dst_host_rerror_rate |
| 41 | Dst_host_srv_rerror_rate |