Table 4 A part of features in the NSL-KDD dataset
Feature name | Feature short description |
|---|---|
Duration | Length (number of seconds) of the connection |
Protocol_type | Type of the protocol |
Service | Network service on the destination |
src_bytes | Number of data bytes from source to destination |
dst_bytes | Number of data bytes from destination to source |
Flag | Normal or error status of the connection |
Land | 1 if connection is from/to the same host/port; 0 otherwise |
…… | …… |
Urgent | Number of urgent packets |
Num_failed_logins | Number of failed login attempts |
Num_access_files | Number of operations on access control files |
diff_srv_rate | Percent of connections to different services |
Label | Network Traffic Attribution Categories |