Abstract
The Internet and local area networks, which connect many personal computers, are also facilitating the proliferation of malicious programs. Modern malware takes advantage of network services like e-mail and file sharing to proliferate. Existing simulation environments use biological models or their variants for explaining the patterns of proliferation of malicious programs. This paper aims to provide a framework that enables the modeling of security threats using multi agent systems. Multi Agent Systems Framework for Malware Modeling and Simulation (MASFMMS) provides a generic environment for modeling security weaknesses and their exploitation in a computer network. We present various scenarios of exploits that are prevalent in real life and show how they can be simulated in MASFMMS.
Keywords
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
CERT Coordination Center, http://www.cert.org/
Staniford, S., Paxson, V., Weaver, N.: How to Own the Internet in Your Spare Time. In: 11th Usenix Security Symposium, San Francisco (August 2002)
Frauenthal, J.C.: Mathematical Modeling in Epidemiology. Springer, New York (1980)
Zou, C.C., Gao, L., Gong, W.: Monitoring and early warning for internet worms
“NMAP”, http://www.insecure.org/
Skaggs, B., Blackburn, B., Manes, G., et al.: Network vulnerability analysis. In: Proceedings of Wales E., Vulnerability assessment tools. Network Security, vol. 2003(7), pp. 15–17 (July 2003)
Steel, P.: The Nature of Procrastination: A Meta-Analytic and Theoretical Review of Quintessential Self-Regulatory Failure. Psychological Bulletin (2007)
Chen, Z., Gao, L., Kwiat, K.: Modeling the Spread of Active Worms. In: IEEE INFOCOM (2003)
Zou, C.C., Towsley, D., Gong, W.: Email Worm Modeling and Defense. In: 13th International Conference on Computer Communications and Networks (ICCCN 2004), Chicago, October 11-13 (2004)
Weaver, N.C.: Warhol worms: the potential for very fast Internet plagues (August 2001)
Nachenberg, C.: The Evolving Virus Threat. In: 23rd NISSC Proceedings, Baltimore, Maryland (2000)
Weaver, N., Paxson, V., Staniford, S., Cunningham, R.: A taxonomy of computer worms. In: Proceedings of the 2003 ACM workshop on Rapid malcode, Washington, DC, USA, October 27 (2003)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2009 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Monga, R., Karlapalem, K. (2009). MASFMMS: Multi Agent Systems Framework for Malware Modeling and Simulation. In: David, N., Sichman, J.S. (eds) Multi-Agent-Based Simulation IX. MABS 2008. Lecture Notes in Computer Science(), vol 5269. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-01991-3_8
Download citation
DOI: https://doi.org/10.1007/978-3-642-01991-3_8
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-01990-6
Online ISBN: 978-3-642-01991-3
eBook Packages: Computer ScienceComputer Science (R0)