A Fusion of Multiagent Functionalities for Effective Intrusion Detection System

Table 1

List of 41 features in KDD cup’99.

S. number	Feature name
(1)	duration
(2)	protocol_type
(3)	service
(4)	Flag
(5)	Src_bytes
(6)	Dst_bytes
(7)	land
(8)	Wrong_fragment
(9)	urgent
(10)	hot
(11)	Num_failed_logins
(12)	Logged.in
(13)	Num_compromised
(14)	Root_shell
(15)	Su_attempted
(16)	Num_root
(17)	Num_file_creations
(18)	Num_shells
(19)	Num_access_files
(20)	Num_outbound_cmds
(21)	Is_hot_login
(22)	Is_guest_login
(23)	count
(24)	Srv_count
(25)	Serror_rate
(26)	Srv_serror_rate
(27)	Rerror_rate
(28)	Srv_rerror_rate
(29)	Same_srv_rate
(30)	Diff_srv_rate
(31)	Srv_diff_host_rate
(32)	Dst_host_count
(33)	Dst_host_srv_count
(34)	Dst_host_same_srv_rate
(35)	Dst_host_diff_srv_rate
(36)	Dst_host_same_src_port_rate
(37)	Dst_host_srv_diff_host_rate
(38)	Dst_host_serror_rate
(39)	Dst_host_srv_serror_rate
(40)	Dst_host_rerror_rate
(41)	Dst_host_srv_rerror_rate