Vulnerability Assessment by Learning Attack Specifications in Graphs

Franqueira, Virginia Nunes Leal and Lopes, Raul H.C. (2007) Vulnerability Assessment by Learning Attack Specifications in Graphs. In: Third International Symposium on Information Assurance and Security, 2007. IAS 2007. Institute of Electrical and Electronics Engineers (IEEE), Los Alamitos, CA, USA, pp. 161-164. ISBN 0-7695-2876-7

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Official URL: http://dx.doi.org/10.1109/IAS.2007.42

Abstract

This paper presents an evolutionary approach for learning attack specifications that describe attack scenarios. The objective is to find vulnerabilities in computer networks which minimise the cost of an attack with maximum impact. Although we focus on Insider Threat, the proposed approach applies to networks in general, including social networks and computer grid.


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