Title :
A Cognitive Model of Immune System for Increasing Security in Distributed Systems
Author :
Noeparast, Elnaz B. ; Banirostam, Touraj
Author_Institution :
Dept. of Comput. Eng., Islamic Azad Univ., Tehran, Iran
Abstract :
With developing of systems, the security of distributed systems such as Grid is going to be a fundamental challenge. However various methods and tools were used to increasing the security, but the most of them impose a centralized management. In this paper, a cognitive model based on Biological Immune System modeling will be proposed. In the proposed model four groups of autonomous agents are used. Each agent has learning ability and could interact with other agents. The structure of agents is based on Biological Agents that has memory and could use previous experiments. Each group of agents is designed in two levels. In the first level, the model of the agent, its components and the relation between them are presented. In the second level, the interactions of agents are designed and illustrated. The two levels are based on the B cell and T cell lymphocytes modeling. Furthermore, the behavior flowchart of agents will be presented and explained. The proposed model is based on collaboration of the agents and doesn´t need centralized management.
Keywords :
artificial immune systems; cellular biophysics; cognition; computer network security; grid computing; learning (artificial intelligence); multi-agent systems; B cell lymphocytes modeling; T cell lymphocytes modeling; autonomous agent; behavior flowchart; biological agent; biological immune system modeling; cognitive model; distributed system security; learning; Biological system modeling; Computational modeling; Computer architecture; Immune system; Mathematical model; Object oriented modeling; Security; Agent; Biological Immune System; Model; Security;
Conference_Titel :
Computer Modelling and Simulation (UKSim), 2012 UKSim 14th International Conference on
Conference_Location :
Cambridge
Print_ISBN :
978-1-4673-1366-7
DOI :
10.1109/UKSim.2012.33