Title :
CyberSim: Geographic, temporal, and organizational dynamics of malware propagation
Author :
Santhi, Nandakishore ; Yan, Guanhua ; Eidenbenz, Stephan
Author_Institution :
Comput. & Comput. Sci., Los Alamos Nat. Lab., Los Alamos, NM, USA
Abstract :
Cyber-infractions into a nation´s strategic security envelope pose a constant and daunting challenge. We present the modular CyberSim tool which has been developed in response to the need to realistically simulate at a national level, software vulnerabilities and resulting malware propagation in online social networks. CyberSim suite (a) can generate realistic scale-free networks from a database of geocoordinated computers to closely model social networks arising from personal and business email contacts and online communities; (b) maintains for each host a list of installed software, along with the latest published vulnerabilities; (c) allows to designate initial nodes where malware gets introduced; (d) simulates using distributed discrete event-driven technology, the spread of malware exploiting a specific vulnerability, with packet delay and user online behavior models; (e) provides a graphical visualization of spread of infection, its severity, businesses affected etc to the analyst. We present sample simulations on a national level network with millions of computers.
Keywords :
discrete event simulation; invasive software; social networking (online); cyber-infractions; distributed discrete event-driven technology; graphical visualization; malware propagation; modular CyberSim tool; online social networks; packet delay; scale-free networks; software vulnerabilities; user online behavior models; Business; Computational modeling; Computers; Databases; Malware; Social network services; Software;
Conference_Titel :
Simulation Conference (WSC), Proceedings of the 2010 Winter
Conference_Location :
Baltimore, MD
Print_ISBN :
978-1-4244-9866-6
DOI :
10.1109/WSC.2010.5678982