基于Fluid的大规模带宽限制蠕虫仿真模型

摘要

In this paper, based on the subnet abstraction mechanism, a fluid-based large-scale bandwidth-limited worm simulation model is proposed. In this model, the fluid simulation paradigm is leveraged to take away the huge volume of scanning traffic to reduce the requirements of computational capability and memory usage. Through extensive comparisons with the packet-level worm simulation and the measurement datasets, experiments demonstrate that the proposed simulation model is capable of high fidelity and low resource consumption, and thus, can fulfill the needs of the analysis of bandwidth-limited worm propagation characteristics and the verification of worm defense strategies.%在利用子网抽象技术的基础上,进一步针对带宽限制蠕虫高速扫描的特点,提出了一种基于Fluid的大规模带宽限制蠕虫仿真模型.通过Fluid仿真技术对蠕虫高速扫描产生的数据包进行抽象,降低其对仿真系统计算能力和存储能力的要求,进而提高仿真执行效率.仿真结果和数据包级仿真以及和实测数据的对比表明,该仿真模型可以在消耗较少资源的情况下具有较高的仿真保真度,能够满足带宽限制蠕虫传播特性分析和防御策略验证的需求.