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feat: upload train.csv, test.csv, README.md

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  1. .gitattributes +2 -0
  2. README.md +66 -0
  3. test.csv +3 -0
  4. train.csv +3 -0
.gitattributes CHANGED
@@ -55,3 +55,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.webp filter=lfs diff=lfs merge=lfs -text
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  Data/test.csv filter=lfs diff=lfs merge=lfs -text
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  Data/train.csv filter=lfs diff=lfs merge=lfs -text
 
 
 
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  *.webp filter=lfs diff=lfs merge=lfs -text
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  Data/test.csv filter=lfs diff=lfs merge=lfs -text
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  Data/train.csv filter=lfs diff=lfs merge=lfs -text
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+ test.csv filter=lfs diff=lfs merge=lfs -text
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+ train.csv filter=lfs diff=lfs merge=lfs -text
README.md ADDED
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+ ---
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+ license: gpl-3.0
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+ tags:
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+ - Network Security
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+ ---
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+ # UNSW-NB15
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+
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+
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+ > This data is provided through the Train, Test CSV file provided by UNSW-NB15.
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+
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+
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+ [link](https://research.unsw.edu.au/projects/unsw-nb15-dataset)
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+
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+
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+
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+ ## Labels
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+
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+ The label of the data set is as follows.
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+
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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|
test.csv ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:bec7dd5ec88dc2a0ccc7a07879d338395ed7421750f675fd0339e07dfe0648fa
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+ size 32293018
train.csv ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:734fe6642edf758f7c94d7d9149426b49d202fe8e7bf0bef47392489c3c0a559
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+ size 15380800