Title :
Simulation of Anti-malware User Support System Using Queuing Network Model
Author :
Kawaguchi, Nobutaka ; Yoda, Takayuki ; Yamaguchi, Hiroki ; Kasagi, Toshihiko ; Hoshizawa, Yuji
Abstract :
With the increasing number of new malware programs, traditional malware detection approaches depending on signature files have been less effective, as it is quite difficult for anti-virus vendors to keep up with the frequent appearance of new malware programs. To address this problem, a system called Anti-malware User Support System, which detects malware files using dynamic analysis and remove them from user PCs, is developed. In this paper, we model this system as a queuing network model. Then, using this model, we evaluate the performance of Anti-malware User Support System against the large scale malware epidemics.
Keywords :
digital simulation; invasive software; queueing theory; antimalware user support system simulation; antivirus vendors; large scale malware epidemics; malware detection; malware files; malware programs; queuing network model; signature files; Analytical models; Detectors; Internet; Malware; Mathematical model; Monitoring; Servers; detection; malwaware;
Conference_Titel :
Parallel and Distributed Systems (ICPADS), 2011 IEEE 17th International Conference on
Conference_Location :
Tainan
Print_ISBN :
978-1-4577-1875-5
DOI :
10.1109/ICPADS.2011.120