Table 7 Features of UNSW-NB15 data set after data filtration
From: Network security situation prediction based on feature separation and dual attention mechanism
No | Feature name | No | Feature name | No | Feature name | No | Feature name |
|---|---|---|---|---|---|---|---|
5 | proto | 15 | sload | 25 | trans_depth | 37 | ct_state_ttl |
6 | state | 16 | dload | 26 | res_bdy_len | 41 | ct_srv_src |
7 | dur | 17 | spkts | 27 | sjit | 42 | ct_srv_dst |
8 | sbytes | 18 | dpkts | 28 | djit | 43 | ct_dst_ltm |
9 | dbytes | 19 | swin | 31 | sintpkt | 44 | ct_src_ ltm |
10 | sttl | 20 | dwin | 32 | dintpkt | 45 | ct_src_dport_ltm |
11 | dttl | 21 | stcpb | 33 | tcprtt | 46 | ct_dst_sport_ltm |
12 | sloss | 22 | dtcpb | 34 | synack | 47 | ct_dst_src_ltm |
13 | dloss | 23 | smeansz | 35 | ackdat | ||
14 | service | 24 | dmeansz | 36 | is_sm_ips_ports |