Cognitive Covert Traffic Synthesis Method Based on Generative Adversarial Network

Table 3

Feature vector table of cognitive feature data set.

Parameter	Feature	Parameter	Feature	Parameter	Feature
F1	protocol_type	F13	num_file_creations	F25	diff_srv_rate
F2	Service	F14	num_access_files	F26	srv_diff_host_rate
F3	Flag	F15	num_outbound_cmds	F27	idst_host_count
F4	Land	F16	is_hot_login	F28	dst_host_srv_count
F5	wrong_fragment	F17	is_guest_login	F29	dst_host_same_srv_rate
F6	Urgent	F18	Count	F30	dst_host_diff_srv_rate
F7	Hot	F19	srv_count	F31	dst_host_same_src_port_rate
F8	num_failed_logins	F20	serror_rate	F32	dst_host_srv_diff_host_rate
F9	logged_in	F21	srv_serror_rate	F33	dst_host_serror_rate
F10	num_compromised	F22	rerror_rate	F34	dst_host_srv_serror_rate
F11	root_shell	F23	srv_rerror_rate	F35	dst_host_rerror_rate
F12	dst_host_rerror_rate	F24	same_srv_rate	F36	dst_host_srv_rerror_rate