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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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# NSL-KDD |
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> The data set is a data set that converts the arff File provided by the [link](https://www.unb.ca/cic/datasets/nsl.html) into CSV and results. |
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> |
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> The data set is personally stored by converting data to float64. |
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> |
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> If you want to obtain additional original files, they are organized in the [Original Directory](./Original) in the repo. |
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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|duration|151165|non-null|int64| |
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|1|protocol_type|151165|non-null|object| |
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|2|service|151165|non-null|object| |
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|3|flag|151165|non-null|object| |
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|4|src_bytes|151165|non-null|int64| |
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|5|dst_bytes|151165|non-null|int64| |
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|6|land|151165|non-null|int64| |
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|7|wrong_fragment|151165|non-null|int64| |
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|8|urgent|151165|non-null|int64| |
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|9|hot|151165|non-null|int64| |
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|10|num_failed_logins|151165|non-null|int64| |
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|11|logged_in|151165|non-null|int64| |
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|12|num_compromised|151165|non-null|int64| |
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|13|root_shell|151165|non-null|int64| |
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|14|su_attempted|151165|non-null|int64| |
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|15|num_root|151165|non-null|int64| |
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|16|num_file_creations|151165|non-null|int64| |
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|17|num_shells|151165|non-null|int64| |
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|18|num_access_files|151165|non-null|int64| |
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|19|num_outbound_cmds|151165|non-null|int64| |
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|20|is_host_login|151165|non-null|int64| |
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|21|is_guest_login|151165|non-null|int64| |
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|22|count|151165|non-null|int64| |
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|23|srv_count|151165|non-null|int64| |
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|24|serror_rate|151165|non-null|float64| |
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|25|srv_serror_rate|151165|non-null|float64| |
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|26|rerror_rate|151165|non-null|float64| |
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|27|srv_rerror_rate|151165|non-null|float64| |
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|28|same_srv_rate|151165|non-null|float64| |
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|29|diff_srv_rate|151165|non-null|float64| |
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|30|srv_diff_host_rate|151165|non-null|float64| |
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|31|dst_host_count|151165|non-null|int64| |
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|32|dst_host_srv_count|151165|non-null|int64| |
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|33|dst_host_same_srv_rate|151165|non-null|float64| |
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|34|dst_host_diff_srv_rate|151165|non-null|float64| |
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|35|dst_host_same_src_port_rate|151165|non-null|float64| |
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|36|dst_host_srv_diff_host_rate|151165|non-null|float64| |
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|37|dst_host_serror_rate|151165|non-null|float64| |
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|38|dst_host_srv_serror_rate|151165|non-null|float64| |
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|39|dst_host_rerror_rate|151165|non-null|float64| |
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|40|dst_host_srv_rerror_rate|151165|non-null|float64| |
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|41|class|151165|non-null|float64| |
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