Using XGBoost to Discover Infected Hosts Based on HTTP Traffic

Table 3

The labeled file of UNSW-NB 15.

Start time	Last time	Attack category	Attack subcategory	Protocol	Src IP	Src port	Dst IP	Dst port
1421927415	1421927415	Exploits	Unix‘r’ Service	udp	175.45.176.3	21223	149.171.126.18	32780
1421927416	1421927415	Exploits	Brower	tcp	175.45.176.2	23357	149.171.126.16	80
1421927418	1421927415	Exploits	Cisco IOS	tcp	175.45.176.4	26939	149.171.126.10	80
1421927420	1421927415	DoS	IXIA	tcp	175.45.176.1	23910	149.171.126.15	80
1421927421	1421927415	Generic	Brower	tcp	175.45.176.2	23909	149.171.126.14	3000