Pubblication Details
Authors: | Daniele Codetta Raiteri |
Luigi Portinale |
Roberta Terruggia |
Scientific Area: | Uncertain Reasoning |
Probabilistic Graphical Models |
Computer Security |
Dependability and Reliability |
Title: | Decision Networks for modeling and analysis of attack/defense scenarios in critical infrastructures |
Published on: | Proceedings of the International Conference of the Florida Artificial Intelligence Research Society |
Pages: | 24-27 |
Publisher: | AAAI |
Year: | 2014 |
Tipo Pubblicazione: | Paper on Proceedings International Conference |
URL: | http://www.aaai.org/ocs...AIRS14/paper/view/7778/7800 |
Abstract: | We propose to exploit Decision Networks (DN) for the analysis of attack/defense scenarios. We show that DN extend both the modeling and the analysis capabilities of formalisms based on Attack Trees, which are the main reference model in such a context. Uncertainty can be addressed at every system level and a decision-theoretic analysis of the risk and of the selection of the best countermeasures can be implemented, by exploiting standard inference algorithms on DN.
|