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