Nonlinear Phenomena in Complex Systems, 2014, Vol.17, No.3, pp.290-295

NONLINEAR PHENOMENA IN COMPLEX SYSTEMS
An Interdisciplinary Journal

2014, Vol.17, No.3, pp.290-295

Efficiency Estimation of the Protection Software for Neutralization and Elimination of Botnets
D. P. Zegzhda and T. V. Stepanova

Today there are no methods to evaluate protection effectiveness that would allow comparing defense and botnet attacks in particular. A set of metrics for efficiency evaluation has been proposed. The proposed efficiency evaluation metrics account for the network nature of modern defense and attack. They will provide quantitative assessment of factors affecting defense or attack efficiency. Therefore, these metrics will allow making a conclusion about results of the network contradiction between benign and malignant agents, and about LAN and WAN protection nodes.

Key words: intrusion detection system, support vector machine, dimension reduction, principal component analysis

Full text: Acrobat PDF (327KB) Open Access