Title :
Multi-agent based model of DDoS active defense
Author :
Zhang Ming-qing ; Liu Xiao-hu ; Cheng Jian ; Fan Tao
Author_Institution :
Inf. Sci. & Technol. Inst., Zhengzhou, China
Abstract :
Traditional agent-based modeling is inaccurate and not standard in building network active defense model. To solve such problems, this paper gives the model process of DDoS active defense based on multi-agent. The process models the system from static and dynamic aspects. At the same time, the paper proposes “Goal-Rule-Learn” hybrid agent structure model and “Autonomous-Cooperation-Fight” agent behavioral model. The using of Backus Normal Form description of the agent model gives one standard method of modeling network active defense system. In the end, this paper uses this method builds the investor solid model. The paper makes simulation experiments using OMNeT++. The simulation experiment results verify the correctness and effectiveness of the method.
Keywords :
computer network security; multi-agent systems; Backus normal form description; DDoS active defense; OMNeT++; agent-based modeling; autonomous-cooperation-fight agent behavioral model; building network; goal-rule-learn; hybrid agent structure model; multiagent based model; Adaptation models; Analytical models; Computational modeling; Computer crime; Detectors; Protocols; Standards; agent dynamic model; agent static model; backus normal form; network active defense; omnet++;
Conference_Titel :
Computer Science and Network Technology (ICCSNT), 2013 3rd International Conference on
Conference_Location :
Dalian
DOI :
10.1109/ICCSNT.2013.6967086