Deep Learning-Based Framework for the Detection of Cyberattack Using Feature Engineering

Table 1

Basic features of individual TCP connections.

Feature name	Description	Type
Duration	Duration (sec number) of a protocol link	Continuous
Protocol_type	Type, for example, tcp and udp, on destination	Discrete
Service	Network service, for example, http and telnet	Discrete
src_bytes	Data bytes number from source to destination	Continuous
dst_bytes	Destination to source numbers of data bytes	Continuous
Flag	Regular or link error status connection	Discrete
Land	1 if the link is to/from the same host/port; 0 if not	Discrete
Wrong_fragment	Number of fragments “false”	Continuous
Urgent	Number of urgent packets	Continuous