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Commit a14470e2 authored by Lani Jung's avatar Lani Jung
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add dataset descriptions

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dataset/readme.md
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## 1. Dataset Parameter
| parameter | type | explanation |
| --------------------------- | ------ | ----------------------------------------- |
| duration | int | 패킷의 수신이 시작되고 끝나기 까지의 시간 |
| protocol_type | object | 패킷 프로토콜 타입 |
| service | object | |
| flag | object | |
| src_bytes | int | |
| dst_bytes | int | |
| land | int | |
| wrong_fragment | int | |
| urgent | int | |
| hot | int | |
| num_failed_logins | int | |
| logged_in | int | |
| num_compromised | int | |
| root_shell | int | |
| su_attempted | int | |
| num_root | int | |
| num_file_creations | int | |
| num_shells | int | |
| num_access_files | int | |
| num_outbound_cmds | int | |
| is_host_login | int | |
| is_guest_login | int | |
| count | int | |
| srv_count | int | |
| serror_rate | float | |
| srv_serror_rate | float | |
| rerror_rate | float | |
| srv_rerror_rate | float | |
| same_srv_rate | float | |
| diff_srv_rate | float | |
| srv_diff_host_rate | float | |
| dst_host_count | int | |
| dst_host_srv_count | int | |
| dst_host_same_srv_rate | float | |
| dst_host_diff_srv_rate | float | |
| dst_host_same_src_port_rate | float | |
| dst_host_srv_diff_host_rate | float | |
| dst_host_serror_rate | float | |
| dst_host_srv_serror_rate | float | |
| dst_host_rerror_rate | float | |
| dst_host_srv_rerror_rate | float | |
| class | object | |
| --------------------------- | ------ | ------------------------------------------------------------------------------------------ |
| duration | int | length (number of seconds) of the connection |
| protocol_type | object | type of the protocol, e.b. tcp, udp, ect. |
| service | object | network service on the destination, e.g. http, telnet, etc. |
| flag | object | normal or error statue of the connection |
| src_bytes | int | number of data bytes from source to destination |
| dst_bytes | int | number of data bytes from destination to source |
| land | int | 1 if connection is from/to the same host/port; 0 otherwise |
| wrong_fragment | int | number of "wrong" fragments |
| urgent | int | number of uggent packets |
| hot | int | number of "hot" indicators |
| num_failed_logins | int | number of failed login attempts |
| logged_in | int | 1 if successfully logged in; 0 otherwise |
| num_compromised | int | number of "compromised" conditions |
| root_shell | int | 1 if root shell is obtained; 0 otherwise |
| su_attempted | int | 1 if "su root" command attempted; 0 otherwise |
| num_root | int | number of "root" accesses |
| num_file_creations | int | number of file creation operations |
| num_shells | int | number of shell prompts |
| num_access_files | int | number of operations on access control files |
| num_outbound_cmds | int | number of outbound commands in an ftp session |
| is_host_login | int | 1 if the login belongs to the "hot" list; 0 otherwise |
| is_guest_login | int | 1 if the login is a "guest" login; 0 otherwise |
| count | int | number of connections to the same host as the current connection in the past two seconds |
| srv_count | int | number of connection to the same service as the current connection in the pase two seconds |
| serror_rate | float | % of connections that have "SYN" errors |
| srv_serror_rate | float | % of connections that have "SYN" errors |
| rerror_rate | float | % of connections that have "REJ" errors |
| srv_rerror_rate | float | % of connections that have "REJ" errors |
| same_srv_rate | float | % of connections to the same service |
| diff_srv_rate | float | % of connections to the same services |
| srv_diff_host_rate | float | % of connections to different hosts |
| dst_host_count | int | number of connections |
| dst_host_srv_count | int | number of connections |
| dst_host_same_srv_rate | float | no information |
| dst_host_diff_srv_rate | float | no information |
| dst_host_same_src_port_rate | float | no information |
| dst_host_srv_diff_host_rate | float | no information |
| dst_host_serror_rate | float | % of connections that have "SYN" errors |
| dst_host_srv_serror_rate | float | % of connections that have "SYN" errors |
| dst_host_rerror_rate | float | % of connections that have "REJ" errors |
| dst_host_srv_rerror_rate | float | % of connections that have "REJ" errors |
| class | object | normal / abnormal |
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