---
license: gpl-3.0
tags:
- Network Security
---
# UNSW-NB15


> This data is provided through the Train, Test CSV file provided by UNSW-NB15.


[link](https://research.unsw.edu.au/projects/unsw-nb15-dataset)



## 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|