Research Article
Intelligent Agent-Based Intrusion Detection System Using Enhanced Multiclass SVM
Table 2
List of 19-selected features from 41 features.
| S. No | Feature number | Feature name |
| 1 | 2 | protocol_type | 2 | 4 | src_byte | 3 | 8 | wrong_fragment | 4 | 10 | hot | 5 | 14 | root_shell | 6 | 15 | su_attempted | 7 | 19 | num_access_shells | 8 | 25 | rerror_rate | 9 | 27 | diff_srv_rate | 10 | 29 | srv_serror_rate | 11 | 31 | srv_diff_host_rate | 12 | 32 | dst_host_count | 13 | 33 | dst_host_srv_count | 14 | 34 | dst_host_same_srv_count | 15 | 35 | dst_host_diff_srv_count | 16 | 36 | dst_host_same_src_port_rate | 17 | 37 | dst_host_srv_diff_host_rate | 18 | 38 | dst_host_serror_rate | 19 | 40 | dst_host_rerror_rate |
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