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Table 1 NSL-KDD dataset features

From: Ensemble-based multi-filter feature selection method for DDoS detection in cloud computing

Number Data features Number Data features Number Data features Number Data features
1 Duration 12 Logged_in 23 Count 34 Dst_host_same_srv_rate
2 Protocol_type 13 Num_compromised 24 Srv_count 35 Dst_host_diff_srv_rate
3 Service 14 Root_shell 25 Serror_rate 36 Dst_host_same_src_port_rate
4 Flag 15 Su_attempted 26 Srv_serror_rate 37 Dst_host_srv_diff_host_rate
5 Src_bytes 16 Num_root 27 Rerror_rate 38 Dst_host_serror_rate
6 Dst_bytes 17 Num_file_creations 28 Srv_rerror_rate 39 Dst_host_srv_serror_rate
7 Land 18 Num_shells 29 Same_srv_rate 40 Dst_host_rerror_rate
8 Wrong_fragment 19 Num_access_files 30 Diff_srv_rate 41 Dst_host_srv_rerror_rate
9 Urgent 20 Num_outbound_cmds 31 Srv_diff_host_rate  
10 Hot 21 Is_host_login 32 Dst_host_count
11 Num_failed_logins 22 Is_guest_login 33 Dst_host_srv_count