diff --git a/dataset/readme.md b/dataset/readme.md index 8e37a68e02502569a2f11f0dd58381d1a62a2a2e..303f43a143f396bdafcb265ddc5a01666f6a2f25 100644 --- a/dataset/readme.md +++ b/dataset/readme.md @@ -2,47 +2,47 @@ ## 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 | | +| parameter | type | explanation | +| --------------------------- | ------ | ------------------------------------------------------------------------------------------ | +| 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 |