Mal-Netminer: Malware Classification Approach Based on Social Network Analysis of System Call Graph

Table 6

Malware samples for experiments.

Malware class	Malware family	Quantity	Behavior characteristics
Adware (1,820)	Win32.FakeInstaller	435	Download malicious files and display unwanted ads
	Win32.ScreenSaver	1,211	Display random ads in a pop-up
	Win32.SideTab	174	Download malicious files and display unwanted ads
Trojan (742)	Win32.Llac	352	Download files or give backdoor
	Win32.Pakes	176	Install “rogueware” by claiming the computer is infected by spyware
	Win32.Regrun	214	Perform various actions (e.g., spam emails and infect removable drives)
Worm (1,053)	Win32.Mydoom	646	Spread on the Internet as an attachment to infected messages
	Win32.Mytob	358	Similar to Mydoom, which provides backdoor for an attacker
	Win32.Zwr	49	Spread on WinRAR files by infecting RAR archives