Towards the Development of a Cloud Computing Intrusion Detection Framework Using an Ensemble Hybrid Feature Selection Approach

Table 4

Network traffic packet labelling for the multiclassification detection engine.

Packet label	Previous value	New value
Normal traffic	Normal	1
DoS	Back, land, Neptune, pod, smurf, teardrop	2
U2R	Bufferoverf low, Loadmodule, Rootkit, Perl, Ps	3
R2L	Guess Password, Ftp write, Imap, Phf, Multihop, Warezmaster, Warez client, Spy, Xlock, Xsnoop, Snmpguess, Snmpgetattack, Httptunnel, Sendmail, Named	4
Probe	Satan, IPsweep, Nmap, Portsweep, Mscan, Saint	5