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license: gpl-3.0 |
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tags: |
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- Network Security |
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# UNSW-NB15 |
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> This data is provided through the Train, Test CSV file provided by UNSW-NB15. |
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[link](https://research.unsw.edu.au/projects/unsw-nb15-dataset) |
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## Labels |
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The label of the data set is as follows. |
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|#|Column|Non-Null|Count|Dtype| |
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|---|---|---|---|---| |
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|0|id|82332|non-null|int64| |
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|1|dur|82332|non-null|float64 |
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|2|proto|82332|non-null|object| |
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|3|service|82332|non-null|object| |
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|4|state|82332|non-null|object| |
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|5|spkts|82332|non-null|int64| |
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|6|dpkts|82332|non-null|int64| |
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|7|sbytes|82332|non-null|int64| |
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|8|dbytes|82332|non-null|int64| |
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|9|rate|82332|non-null|float64 |
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|10|sttl|82332|non-null|int64| |
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|11|dttl|82332|non-null|int64| |
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|12|sload|82332|non-null|float64 |
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|13|dload|82332|non-null|float64 |
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|14|sloss|82332|non-null|int64| |
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|15|dloss|82332|non-null|int64| |
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|16|sinpkt|82332|non-null|float64 |
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|17|dinpkt|82332|non-null|float64 |
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|18|sjit|82332|non-null|float64 |
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|19|djit|82332|non-null|float64 |
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|20|swin|82332|non-null|int64| |
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|21|stcpb|82332|non-null|int64| |
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|22|dtcpb|82332|non-null|int64| |
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|23|dwin|82332|non-null|int64| |
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|24|tcprtt|82332|non-null|float64 |
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|25|synack|82332|non-null|float64 |
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|26|ackdat|82332|non-null|float64 |
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|27|smean|82332|non-null|int64| |
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|28|dmean|82332|non-null|int64| |
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|29|trans_depth|82332|non-null|int64| |
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|30|response_body_len|82332|non-null|int64| |
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|31|ct_srv_src|82332|non-null|int64| |
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|32|ct_state_ttl|82332|non-null|int64| |
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|33|ct_dst_ltm|82332|non-null|int64| |
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|34|ct_src_dport_ltm|82332|non-null|int64| |
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|35|ct_dst_sport_ltm|82332|non-null|int64| |
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|36|ct_dst_src_ltm|82332|non-null|int64| |
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|37|is_ftp_login|82332|non-null|int64| |
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|38|ct_ftp_cmd|82332|non-null|int64| |
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|39|ct_flw_http_mthd|82332|non-null|int64| |
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|40|ct_src_ltm|82332|non-null|int64| |
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|41|ct_srv_dst|82332|non-null|int64| |
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|42|is_sm_ips_ports|82332|non-null|int64| |
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|43|attack_cat|82332|non-null|object| |
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|44|label|82332|non-null|int64| |
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