Title
Attack Planning in the Real World
Authors
Jorge Lucángeli Obes, Carlos Sarraute and Gerardo Richarte
In
SecArt'2010 at AAAI 2010, Atlanta, USA. July 12, 2010.
Date published
2010-07-12
Keywords
Attack graphs, attack planning, automated penetration testing, risk assessment

Abstract

Assessing network security is a complex and difficult task. Attack graphs have been proposed as a tool to help network administrators understand the potential weaknesses of their network. However, a problem has not yet been addressed by previous work on this subject; namely, how to actually execute and validate the attack paths resulting from the analysis of the attack graph. In this paper we present a complete PDDL representation of an attack model, and an implementation that integrates a planner into a penetration testing tool. This allows to automatically generate attack paths for penetration testing scenarios, and to validate these attacks by executing the corresponding actions -including exploits- against the real target network. We present an algorithm for transforming the information present in the penetration testing tool to the planning domain, and show how the scalability issues of attack graphs can be solved using current planners. We include an analysis of the performance of our solution, showing how our model scales to medium-sized networks and the number of actions available in current penetration testing tools.

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