Application of Kohonen Maps to Improve Security Tests on Automation Devices.

Autor: Medeiros, João Paulo S., Cunha, Allison C., Brito Jr., Agostinho M., Motta Pires, Paulo S.
Zdroj: Critical Information Infrastructures Security (9783540890959); 2008, p235-245, 11p
Abstrakt: We propose a new method to improve the effectiveness of security tests on industrial automation devices. Using a self-organizing neural network, we are able to build a Kohonen map that organizes operating systems according to similarities of their TCP/IP fingerprints. Our technique enables us to associate specific security tests to regions of the Kohonen map and to use this information to improve protection of automation devices. [ABSTRACT FROM AUTHOR]
Databáze: Complementary Index