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Table 2 KDD99 dataset attributes

From: Intrusion detection model using machine learning algorithm on Big Data environment

No Attribute name No Attribute name
1 Duration 22 Is_guest_login
2 Protocol_type 23 Count
3 Service 24 Serror_rate
4 Src_bytes 25 Rerror_rate
5 Dst_bytes 26 Same_srv_rate
6 Flag 27 Diff_srv_rate
7 Land 28 Srv_count
8 Wrong_fragment 29 Srv_serror_rate
9 Urgent 30 Srv_rerror_rate
10 Hot 31 Srv_diff_host_rate
11 Num_failed_logins 32 Dst_host_count
12 Logged_in 33 Dst_host_srv_count
13 Num_compromised 34 Dst_host_same_srv_rate
14 Root_shell 35 Dst_host_diff_srv_rate
15 Su_attempted 36 Dst_host_same_src_port_rate
16 Num_root 37 Dst_host_srv_diff_host_rate
17 Num_file_creations 38 Dst_host_serror_rate
18 Num_shells 39 Dst_host_srv_serror_rate
19 Num_access_files 40 Dst_host_rerror_rate
20 Num_outbound_cmds 41 Dst_host_srv_rerror_rate
21 Is_hot_login 42 class