Datasets:
metadata
license: gpl-3.0
tags:
- Network Security
UNSW-NB15
This data is provided through the Train, Test CSV file provided by UNSW-NB15.
Labels
The label of the data set is as follows.
# | Column | Non-Null | Count | Dtype |
---|---|---|---|---|
0 | id | 82332 | non-null | int64 |
1 | dur | 82332 | non-null | float64 |
2 | proto | 82332 | non-null | object |
3 | service | 82332 | non-null | object |
4 | state | 82332 | non-null | object |
5 | spkts | 82332 | non-null | int64 |
6 | dpkts | 82332 | non-null | int64 |
7 | sbytes | 82332 | non-null | int64 |
8 | dbytes | 82332 | non-null | int64 |
9 | rate | 82332 | non-null | float64 |
10 | sttl | 82332 | non-null | int64 |
11 | dttl | 82332 | non-null | int64 |
12 | sload | 82332 | non-null | float64 |
13 | dload | 82332 | non-null | float64 |
14 | sloss | 82332 | non-null | int64 |
15 | dloss | 82332 | non-null | int64 |
16 | sinpkt | 82332 | non-null | float64 |
17 | dinpkt | 82332 | non-null | float64 |
18 | sjit | 82332 | non-null | float64 |
19 | djit | 82332 | non-null | float64 |
20 | swin | 82332 | non-null | int64 |
21 | stcpb | 82332 | non-null | int64 |
22 | dtcpb | 82332 | non-null | int64 |
23 | dwin | 82332 | non-null | int64 |
24 | tcprtt | 82332 | non-null | float64 |
25 | synack | 82332 | non-null | float64 |
26 | ackdat | 82332 | non-null | float64 |
27 | smean | 82332 | non-null | int64 |
28 | dmean | 82332 | non-null | int64 |
29 | trans_depth | 82332 | non-null | int64 |
30 | response_body_len | 82332 | non-null | int64 |
31 | ct_srv_src | 82332 | non-null | int64 |
32 | ct_state_ttl | 82332 | non-null | int64 |
33 | ct_dst_ltm | 82332 | non-null | int64 |
34 | ct_src_dport_ltm | 82332 | non-null | int64 |
35 | ct_dst_sport_ltm | 82332 | non-null | int64 |
36 | ct_dst_src_ltm | 82332 | non-null | int64 |
37 | is_ftp_login | 82332 | non-null | int64 |
38 | ct_ftp_cmd | 82332 | non-null | int64 |
39 | ct_flw_http_mthd | 82332 | non-null | int64 |
40 | ct_src_ltm | 82332 | non-null | int64 |
41 | ct_srv_dst | 82332 | non-null | int64 |
42 | is_sm_ips_ports | 82332 | non-null | int64 |
43 | attack_cat | 82332 | non-null | object |
44 | label | 82332 | non-null | int64 |