Infocommunication Technologies

Adaptive safety mechanisms for computer systems based on the modified kohonen neural networks

V. Y. Mukhin, Ya. I. Kornaga, V. V. Steshyn

National technical university of Ukraine "Kiev polytechnic institute"

Abstract: In the paper we propose a new approach to the safety ensurance for the distributed computer systems based on the neural network mechanism. There is described a complex adaptive safety support system with the intelligent agent based on the modified neural networks. This system allows to implement the adaptive control for the security mechanisms and to provide the in-time reaction to the security threats, and also to support the fast decisions making on the security mechanisms parameters modification. Also, we perform the experimental researches to evaluate the correctness level of the threats detection and recognition.

Keywords: distributed computer system, neural network, intellectual agent, complex adaptive system, safety enshurance.

UDC: 04.004